----------------------------------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  D:\Dropbox\Migration and Extreme Votes in France - Max & Paul\Data and Codes for submission - PSRM\Main_Analysi
> s.log
  log type:  text
 opened on:   1 Feb 2022, 16:37:14

. 
. clear

. 
. use "Main dataset.dta"

. 
. *************
. ***Table 1***
. *************
. 
. *************
. ***Panel A***
. 
. preserve

. 
. foreach var of varlist log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_  ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_  {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(11 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(13,057 observations deleted)
(1,260 observations deleted)
(1,208 observations deleted)
(0 observations deleted)
(161 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)

. ***
. 
. keep if period>=2
(27,110 observations deleted)

. 
.  
. reg log_fn  CAO_period_3 CAO period_3  , cluster( codeinsee)

Linear regression                               Number of obs     =     58,066
                                                F(3, 30051)       =    9684.46
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0890
                                                Root MSE          =     .34158

                         (Std. Err. adjusted for 30,052 clusters in codeinsee)
------------------------------------------------------------------------------
             |               Robust
      log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
CAO_period_3 |  -.0420968   .0100524    -4.19   0.000    -.0617999   -.0223936
         CAO |  -.2052059   .0176462   -11.63   0.000    -.2397932   -.1706185
    period_3 |    .208499    .001235   168.82   0.000     .2060783    .2109197
       _cons |   3.021099   .0019507  1548.76   0.000     3.017276    3.024923
------------------------------------------------------------------------------

.  
. qui outreg2 using "Table 1_Panel A", ///
> keep(CAO_period_3 CAO period_3) ctitle(no controls) bdec(3) nocons excel tex `append'
 : 
. 
. ***Add control variables***   
.  
. reg log_fn  CAO_period_3 CAO period_3 i.period   ///
> log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_ ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cluster( codeinsee)
note: 3.period omitted because of collinearity
note: share_csp8_ omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     58,066
                                                F(26, 30051)      =    1488.65
                                                Prob > F          =     0.0000
                                                R-squared         =     0.3081
                                                Root MSE          =     .29774

                            (Std. Err. adjusted for 30,052 clusters in codeinsee)
---------------------------------------------------------------------------------
                |               Robust
         log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
----------------+----------------------------------------------------------------
   CAO_period_3 |  -.0428207   .0092676    -4.62   0.000    -.0609856   -.0246557
            CAO |  -.1162061   .0151663    -7.66   0.000    -.1459326   -.0864795
       period_3 |   .2060037   .0018288   112.64   0.000     .2024192    .2095883
       3.period |          0  (omitted)
   log_tot_pop_ |  -.0475019   .0018139   -26.19   0.000    -.0510572   -.0439465
    share_0014_ |   .0693533   .0717397     0.97   0.334    -.0712595    .2099662
     share_60p_ |  -1.148593   .0532628   -21.56   0.000     -1.25299   -1.044195
    share_csp1_ |  -1.647192   .0607397   -27.12   0.000    -1.766245    -1.52814
    share_csp2_ |  -1.385959    .068217   -20.32   0.000    -1.519668   -1.252251
    share_csp3_ |  -2.064721   .0648072   -31.86   0.000    -2.191746   -1.937696
    share_csp4_ |  -.9829193    .049198   -19.98   0.000     -1.07935    -.886489
    share_csp5_ |  -.4469503    .047006    -9.51   0.000     -.539084   -.3548165
    share_csp6_ |   .0641316   .0439167     1.46   0.144    -.0219471    .1502103
    share_csp7_ |  -.6354919   .0435756   -14.58   0.000     -.720902   -.5500819
    share_csp8_ |          0  (omitted)
share_chom1564_ |   2.131136   .0780437    27.31   0.000     1.978167    2.284105
      migshare_ |  -.5778707   .0512529   -11.27   0.000    -.6783286   -.4774129
log_median_inc_ |   .0482525   .0179422     2.69   0.007      .013085    .0834199
        female_ |  -.0021851   .0049143    -0.44   0.657    -.0118174    .0074472
           age_ |   .0008918   .0002464     3.62   0.000     .0004089    .0013748
         right_ |   .0484359   .0033775    14.34   0.000     .0418159    .0550559
      CSP_agri_ |  -.0071893   .0060254    -1.19   0.233    -.0189993    .0046206
       CSP_ind_ |   .0013004   .0078962     0.16   0.869    -.0141766    .0167774
       CSP_sal_ |  -.0053059   .0059002    -0.90   0.369    -.0168706    .0062587
       CSP_lib_ |  -.0125411   .0087018    -1.44   0.150     -.029597    .0045148
       CSP_ens_ |  -.0136358   .0085115    -1.60   0.109    -.0303188    .0030471
      CSP_func_ |  -.0068094   .0070886    -0.96   0.337    -.0207034    .0070846
       CSP_div_ |   -.006602   .0086409    -0.76   0.445    -.0235386    .0103346
      CSP_retr_ |          0  (omitted)
          _cons |   3.527617   .1820212    19.38   0.000     3.170847    3.884386
---------------------------------------------------------------------------------

.  
. qui outreg2 using "Table 1_Panel A", ///
> keep(CAO_period_3 CAO period_3) ctitle(controls) bdec(3) nocons excel tex `append'
 : 
. 
.        
.   *** FE***   
.  
. reg log_fn  CAO_period_3 i.period , cluster( codeinsee) absorb(codeinsee)

Linear regression, absorbing indicators         Number of obs     =     58,066
                                                F(1, 30051)       =          .
                                                Prob > F          =          .
                                                R-squared         =     0.9357
                                                Adj R-squared     =     0.8667
                                                Root MSE          =     .13065

                         (Std. Err. adjusted for 30,052 clusters in codeinsee)
------------------------------------------------------------------------------
             |               Robust
      log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
CAO_period_3 |  -.0362939    .011985    -3.03   0.002    -.0597851   -.0128027
    3.period |   .2063129   .0016016   128.82   0.000     .2031738    .2094521
       _cons |   3.019869   .0007932  3807.11   0.000     3.018314    3.021424
------------------------------------------------------------------------------

.  
. qui outreg2 using "Table 1_Panel A", ///
> keep(CAO_period_3) ctitle(no controls, time FE, municipal FE) bdec(3) nocons excel tex `append'
 : 
.     
.         
.  ***Add control variables + FE***   
.  
. reg log_fn  CAO_period_3 i.period   ///
> log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_ ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cluster( codeinsee) absorb(codeinsee)
note: share_csp8_ omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression, absorbing indicators         Number of obs     =     58,066
                                                F(24, 30051)      =          .
                                                Prob > F          =          .
                                                R-squared         =     0.9360
                                                Adj R-squared     =     0.8672
                                                Root MSE          =     .13042

                            (Std. Err. adjusted for 30,052 clusters in codeinsee)
---------------------------------------------------------------------------------
                |               Robust
         log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
----------------+----------------------------------------------------------------
   CAO_period_3 |  -.0365372   .0119835    -3.05   0.002    -.0600254   -.0130491
       3.period |   .2117373   .0041876    50.56   0.000     .2035294    .2199451
   log_tot_pop_ |   .0456462   .0463321     0.99   0.325    -.0451667    .1364592
    share_0014_ |   .3196639    .142561     2.24   0.025     .0402382    .5990897
     share_60p_ |  -.2577845   .1016732    -2.54   0.011    -.4570683   -.0585007
    share_csp1_ |  -.0673469   .1082762    -0.62   0.534    -.2795729     .144879
    share_csp2_ |  -.0240431   .1035962    -0.23   0.816    -.2270961    .1790098
    share_csp3_ |  -.1910942   .0971523    -1.97   0.049     -.381517   -.0006715
    share_csp4_ |  -.0302982   .0728887    -0.42   0.678    -.1731632    .1125669
    share_csp5_ |  -.0244218   .0699541    -0.35   0.727    -.1615349    .1126913
    share_csp6_ |  -.0523606   .0735516    -0.71   0.477     -.196525    .0918038
    share_csp7_ |  -.0477779   .0656543    -0.73   0.467    -.1764632    .0809074
    share_csp8_ |          0  (omitted)
share_chom1564_ |   .2684252   .1119699     2.40   0.017     .0489594    .4878909
      migshare_ |  -.2098845   .2604505    -0.81   0.420    -.7203787    .3006096
log_median_inc_ |  -.0643631   .0435017    -1.48   0.139    -.1496282    .0209021
        female_ |  -.0171145   .0249181    -0.69   0.492    -.0659551    .0317261
           age_ |  -.0004988   .0015491    -0.32   0.747    -.0035352    .0025376
         right_ |  -.0167921   .0261585    -0.64   0.521    -.0680638    .0344796
      CSP_agri_ |   .0260548   .0450589     0.58   0.563    -.0622626    .1143721
       CSP_ind_ |   .0229767   .0605026     0.38   0.704     -.095611    .1415644
       CSP_sal_ |   .0090761   .0357487     0.25   0.800    -.0609929    .0791452
       CSP_lib_ |   .0194038   .0419928     0.46   0.644    -.0629038    .1017114
       CSP_ens_ |   .0040159   .0627659     0.06   0.949    -.1190079    .1270398
      CSP_func_ |   .0380584   .0439451     0.87   0.386     -.048076    .1241927
       CSP_div_ |   .0150099   .0444651     0.34   0.736    -.0721435    .1021633
      CSP_retr_ |          0  (omitted)
          _cons |    3.42999   .5456644     6.29   0.000     2.360465    4.499516
---------------------------------------------------------------------------------

.  
. qui outreg2 using "Table 1_Panel A", ///
> keep(CAO_period_3) ctitle(controls, time FE, municipal FE) bdec(3) nocons excel tex `append'    
 : 
.         
.         
.  ***Add control variables + FE + spillovers***   
.  
. reg log_fn  CAO_period_3 ring5_CAO_period_3 ring10_CAO_period_3 ring15_CAO_period_3 i.period   ///
> log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_ ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cluster( codeinsee) absorb(codeinsee)
note: share_csp8_ omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression, absorbing indicators         Number of obs     =     58,066
                                                F(27, 30051)      =          .
                                                Prob > F          =          .
                                                R-squared         =     0.9361
                                                Adj R-squared     =     0.8675
                                                Root MSE          =     .13029

                                (Std. Err. adjusted for 30,052 clusters in codeinsee)
-------------------------------------------------------------------------------------
                    |               Robust
             log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
--------------------+----------------------------------------------------------------
       CAO_period_3 |  -.0412928   .0120514    -3.43   0.001    -.0649141   -.0176716
 ring5_CAO_period_3 |  -.0159783   .0080865    -1.98   0.048    -.0318283   -.0001284
ring10_CAO_period_3 |   -.011976   .0055495    -2.16   0.031    -.0228532   -.0010988
ring15_CAO_period_3 |   -.006231   .0042776    -1.46   0.145    -.0146152    .0021533
           3.period |   .2170231   .0043854    49.49   0.000     .2084276    .2256186
       log_tot_pop_ |   .0528266   .0466371     1.13   0.257    -.0385842    .1442374
        share_0014_ |    .318995   .1425717     2.24   0.025     .0395483    .5984416
         share_60p_ |  -.2412346   .1017048    -2.37   0.018    -.4405804   -.0418888
        share_csp1_ |  -.0644014   .1083279    -0.59   0.552    -.2767288     .147926
        share_csp2_ |  -.0254343   .1036395    -0.25   0.806    -.2285722    .1777037
        share_csp3_ |  -.1905647   .0971849    -1.96   0.050    -.3810513    -.000078
        share_csp4_ |  -.0314536   .0728797    -0.43   0.666     -.174301    .1113938
        share_csp5_ |  -.0253439   .0699629    -0.36   0.717    -.1624742    .1117863
        share_csp6_ |  -.0523029   .0735747    -0.71   0.477    -.1965125    .0919067
        share_csp7_ |  -.0467312   .0656334    -0.71   0.476    -.1753754     .081913
        share_csp8_ |          0  (omitted)
    share_chom1564_ |   .2612796   .1119542     2.33   0.020     .0418446    .4807146
          migshare_ |  -.1974991   .2605371    -0.76   0.448     -.708163    .3131648
    log_median_inc_ |   -.072518   .0435722    -1.66   0.096    -.1579213    .0128853
            female_ |  -.0155513   .0250794    -0.62   0.535    -.0647079    .0336053
               age_ |   -.000667     .00155    -0.43   0.667    -.0037051    .0023711
             right_ |   -.016414   .0261575    -0.63   0.530    -.0676839    .0348559
          CSP_agri_ |   .0268973   .0451154     0.60   0.551    -.0615308    .1153255
           CSP_ind_ |    .018644   .0604768     0.31   0.758    -.0998931    .1371811
           CSP_sal_ |   .0098378   .0350062     0.28   0.779    -.0587758    .0784513
           CSP_lib_ |   .0182847   .0417026     0.44   0.661    -.0634542    .1000236
           CSP_ens_ |  -.0010417   .0625999    -0.02   0.987    -.1237401    .1216567
          CSP_func_ |    .037444     .04411     0.85   0.396    -.0490135    .1239015
           CSP_div_ |   .0132989   .0449799     0.30   0.767    -.0748637    .1014615
          CSP_retr_ |          0  (omitted)
              _cons |   3.470063   .5469933     6.34   0.000     2.397932    4.542193
-------------------------------------------------------------------------------------

.  
. qui outreg2 using "Table 1_Panel A", ///
> keep(CAO_period_3 ring5_CAO_period_3 ring10_CAO_period_3 ring15_CAO_period_3) ctitle(controls, time FE, municipal FE) bdec
> (3) nocons excel tex `append' 
 : 
.                 
.         
.  restore  

.  count  
  100,875

.  
. ************* 
. ***Panel B***
.  
. preserve

. keep if period==3
(67,250 observations deleted)

. 
. foreach var of varlist  CAO num_group_vv evol2_fn_2012_2017 /// 
> coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_migrants evol_CADA_2012_2016 s
> hare_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ ///
>    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ {
  2. 
. 
. drop if `var'==.
  3. 
. }
(0 observations deleted)
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. ***
. 
. ***Reduced form***
. 
.  reg  evol2_fn_2012_2017  num_group_vv       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_cent
> er volontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg, cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,888
                                                F(52, 85)         =      36.73
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0802
                                                Root MSE          =     .17189

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2012_2017 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |  -.0005528   .0001464    -3.78   0.000    -.0008439   -.0002618
             coastal |  -.0321871   .0116719    -2.76   0.007    -.0553939   -.0089803
     log_hotel_rooms |  -.0042804   .0012439    -3.44   0.001    -.0067536   -.0018073
        log_tot_pop_ |  -.0019141    .001941    -0.99   0.327    -.0057735    .0019452
   delta_log_tot_pop |   .0188267   .0176661     1.07   0.290    -.0162983    .0539516
 log_min_dist_center |   .0067363   .0032851     2.05   0.043     .0002047    .0132679
volontaires_migrants |  -.0027371   .0089635    -0.31   0.761     -.020559    .0150847
 evol_CADA_2012_2016 |   .0001696   .0001078     1.57   0.119    -.0000447    .0003838
         share_0014_ |   .1624219   .0955297     1.70   0.093    -.0275168    .3523606
          share_60p_ |    .066251   .0555409     1.19   0.236    -.0441791    .1766811
    delta_share_0014 |   .0955576    .051474     1.86   0.067    -.0067865    .1979018
     delta_share_60p |  -.1918985   .0551678    -3.48   0.001    -.3015868   -.0822102
         share_csp1_ |  -.3171461   .0906857    -3.50   0.001    -.4974535   -.1368387
         share_csp2_ |  -.3831563   .0919495    -4.17   0.000    -.5659764   -.2003361
         share_csp3_ |  -.4700983   .0753008    -6.24   0.000    -.6198165     -.32038
         share_csp4_ |  -.1555799   .0633763    -2.45   0.016    -.2815889   -.0295709
         share_csp5_ |   .0467648    .058828     0.79   0.429    -.0702011    .1637307
         share_csp6_ |   .0979636   .0556121     1.76   0.082    -.0126081    .2085353
         share_csp7_ |  -.0557278   .0538515    -1.03   0.304     -.162799    .0513433
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .2098545   .0676872     3.10   0.003     .0752743    .3444348
    delta_share_csp2 |   .2063207     .07073     2.92   0.005     .0656905    .3469509
    delta_share_csp3 |   .2415628   .0571697     4.23   0.000      .127894    .3552315
    delta_share_csp4 |   .0950063   .0467938     2.03   0.045     .0019676    .1880449
    delta_share_csp5 |   .0030012   .0397904     0.08   0.940    -.0761127    .0821152
    delta_share_csp6 |  -.0164607   .0422054    -0.39   0.698    -.1003764    .0674551
    delta_share_csp7 |   .0420305   .0402875     1.04   0.300    -.0380718    .1221328
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .1805028   .1113658     1.62   0.109    -.0409222    .4019279
delta_share_chom1564 |  -.0099781    .075581    -0.13   0.895    -.1602534    .1402971
           migshare_ |  -.2260754   .0732366    -3.09   0.003    -.3716894   -.0804614
      delta_migshare |   .1104361   .1076511     1.03   0.308    -.1036031    .3244753
     log_median_inc_ |  -.0299593   .0270317    -1.11   0.271    -.0837056     .023787
delta_log_median_inc |  -.0061828   .0299326    -0.21   0.837    -.0656968    .0533312
             female_ |  -.0005408   .0037736    -0.14   0.886    -.0080439    .0069622
                age_ |   -.000224   .0001303    -1.72   0.089    -.0004831    .0000352
              right_ |  -.0134004   .0029369    -4.56   0.000    -.0192397   -.0075611
           CSP_agri_ |   .0043168   .0042323     1.02   0.311    -.0040981    .0127316
            CSP_ind_ |   .0066191   .0044429     1.49   0.140    -.0022145    .0154527
            CSP_sal_ |  -.0038766   .0039708    -0.98   0.332    -.0117716    .0040185
            CSP_lib_ |   .0022569    .005135     0.44   0.661    -.0079528    .0124667
            CSP_ens_ |  -.0024987   .0045317    -0.55   0.583     -.011509    .0065116
           CSP_func_ |  -.0027217   .0044705    -0.61   0.544    -.0116103    .0061669
            CSP_div_ |   .0051642   .0059572     0.87   0.388    -.0066803    .0170087
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0027194   .0113885     0.24   0.812    -.0199241    .0253628
                 28  |   .0402954    .023759     1.70   0.094    -.0069438    .0875345
                 32  |    .061082    .012547     4.87   0.000     .0361351    .0860289
                 44  |   .0058848   .0145026     0.41   0.686    -.0229503    .0347198
                 52  |  -.0488723   .0300503    -1.63   0.108    -.1086203    .0108757
                 53  |  -.0164218   .0123463    -1.33   0.187    -.0409696    .0081259
                 75  |   .0087867    .015647     0.56   0.576    -.0223237     .039897
                 76  |  -.0097947     .01246    -0.79   0.434    -.0345685     .014979
                 84  |  -.0294626   .0115964    -2.54   0.013    -.0525194   -.0064058
                 93  |   .0113658   .0157441     0.72   0.472    -.0199377    .0426693
                     |
               _cons |   .5315987   .2749517     1.93   0.057     -.015079    1.078276
--------------------------------------------------------------------------------------

. 
. qui outreg2 using "Table 1_Panel B", ///
> keep(num_group_vv) ctitle(Reduced Form, all controls, regions FE) bdec(3) nocons excel tex `append'
 : 
. 
. ***First Stage***
. 
.  reg  CAO  num_group_vv       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_
> migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg, cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,888
                                                F(52, 85)         =      26.58
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1661
                                                Root MSE          =     .09758

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0046011   .0007181     6.41   0.000     .0031732    .0060289
             coastal |   .0208778   .0086708     2.41   0.018      .003638    .0381175
     log_hotel_rooms |   .0045927    .000981     4.68   0.000     .0026421    .0065433
        log_tot_pop_ |   .0024107   .0011633     2.07   0.041     .0000977    .0047236
   delta_log_tot_pop |  -.0153752   .0068594    -2.24   0.028    -.0290136   -.0017368
 log_min_dist_center |  -.0065344    .002394    -2.73   0.008    -.0112942   -.0017745
volontaires_migrants |   .0809558   .0245556     3.30   0.001     .0321327    .1297789
 evol_CADA_2012_2016 |   .0018483    .000552     3.35   0.001     .0007508    .0029458
         share_0014_ |  -.0240424   .0264716    -0.91   0.366     -.076675    .0285902
          share_60p_ |   -.015798   .0179238    -0.88   0.381    -.0514352    .0198393
    delta_share_0014 |   .0259118   .0169177     1.53   0.129    -.0077251    .0595487
     delta_share_60p |   .0009612   .0186736     0.05   0.959    -.0361669    .0380893
         share_csp1_ |   .0085899   .0202451     0.42   0.672    -.0316627    .0488425
         share_csp2_ |  -.0523993   .0282438    -1.86   0.067    -.1085556     .003757
         share_csp3_ |   -.020994   .0274623    -0.76   0.447    -.0755965    .0336084
         share_csp4_ |   .0126618   .0213899     0.59   0.555    -.0298671    .0551908
         share_csp5_ |   -.008885   .0216399    -0.41   0.682    -.0519109    .0341409
         share_csp6_ |   .0090731   .0198313     0.46   0.648    -.0303568    .0485031
         share_csp7_ |   .0012021   .0159143     0.08   0.940    -.0304398    .0328439
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0229784   .0119184    -1.93   0.057    -.0466755    .0007186
    delta_share_csp2 |   .0155386   .0175948     0.88   0.380    -.0194445    .0505217
    delta_share_csp3 |  -.0032451   .0169329    -0.19   0.848    -.0369122    .0304221
    delta_share_csp4 |  -.0273053   .0136821    -2.00   0.049     -.054509   -.0001016
    delta_share_csp5 |    -.00772   .0112152    -0.69   0.493    -.0300189    .0145789
    delta_share_csp6 |  -.0132011   .0125348    -1.05   0.295    -.0381237    .0117216
    delta_share_csp7 |  -.0116526   .0100445    -1.16   0.249    -.0316238    .0083187
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0443676    .029786     1.49   0.140    -.0148549    .1035902
delta_share_chom1564 |  -.0268875   .0243469    -1.10   0.273    -.0752958    .0215207
           migshare_ |   .0170946   .0283356     0.60   0.548     -.039244    .0734333
      delta_migshare |     .01185   .0393755     0.30   0.764    -.0664389     .090139
     log_median_inc_ |  -.0115208   .0072118    -1.60   0.114    -.0258598    .0028182
delta_log_median_inc |  -.0078966   .0063384    -1.25   0.216     -.020499    .0047058
             female_ |  -.0001548   .0016196    -0.10   0.924    -.0033749    .0030653
                age_ |  -.0001664   .0001168    -1.42   0.158    -.0003986    .0000658
              right_ |  -.0009644   .0012366    -0.78   0.438    -.0034232    .0014944
           CSP_agri_ |  -.0002902   .0018495    -0.16   0.876    -.0039675     .003387
            CSP_ind_ |   -.002377   .0028996    -0.82   0.415    -.0081422    .0033882
            CSP_sal_ |  -.0029104   .0021831    -1.33   0.186     -.007251    .0014302
            CSP_lib_ |   .0005321   .0051859     0.10   0.919    -.0097789     .010843
            CSP_ens_ |   .0025631    .004019     0.64   0.525    -.0054277    .0105539
           CSP_func_ |  -.0038623    .003055    -1.26   0.210    -.0099364    .0022118
            CSP_div_ |   .0040529   .0045307     0.89   0.374    -.0049554    .0130611
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0006294   .0025621    -0.25   0.807    -.0057235    .0044647
                 28  |  -.0052807    .002772    -1.91   0.060    -.0107921    .0002307
                 32  |  -.0103666   .0036195    -2.86   0.005    -.0175631     -.00317
                 44  |  -.0051693   .0027334    -1.89   0.062    -.0106042    .0002655
                 52  |   -.002396   .0051514    -0.47   0.643    -.0126384    .0078464
                 53  |  -.0027496   .0035097    -0.78   0.436    -.0097279    .0042287
                 75  |   .0036844   .0026927     1.37   0.175    -.0016693    .0090381
                 76  |  -.0017319   .0034797    -0.50   0.620    -.0086505    .0051866
                 84  |  -.0071549   .0029844    -2.40   0.019    -.0130888   -.0012211
                 93  |  -.0074107     .00768    -0.96   0.337    -.0226805    .0078591
                     |
               _cons |   .1414426   .0749919     1.89   0.063    -.0076614    .2905466
--------------------------------------------------------------------------------------

.    
.    test num_group_vv

 ( 1)  num_group_vv = 0

       F(  1,    85) =   41.05
            Prob > F =    0.0000

. 
. qui outreg2 using "Table 1_Panel B", ///
> keep(num_group_vv) ctitle(First Stage, all controls, regions FE) bdec(3) nocons excel tex addstat(F-statistic, r(F))  `app
> end' 
 : 
. 
. ***OLS***
. 
.  reg  evol2_fn_2012_2017  CAO       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volont
> aires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg, cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,888
                                                F(52, 85)         =      30.46
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0800
                                                Root MSE          =     .17191

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2012_2017 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   .0011482   .0083503     0.14   0.891    -.0154545    .0177509
             coastal |  -.0320322   .0117276    -2.73   0.008    -.0553497   -.0087146
     log_hotel_rooms |  -.0047392   .0012631    -3.75   0.000    -.0072506   -.0022279
        log_tot_pop_ |  -.0028081   .0018706    -1.50   0.137    -.0065273    .0009111
   delta_log_tot_pop |   .0197084   .0176437     1.12   0.267    -.0153721    .0547889
 log_min_dist_center |    .007007   .0032926     2.13   0.036     .0004605    .0135536
volontaires_migrants |   -.007597   .0085654    -0.89   0.378    -.0246273    .0094333
 evol_CADA_2012_2016 |   .0000582   .0001182     0.49   0.624    -.0001768    .0002931
         share_0014_ |   .1744875   .0946859     1.84   0.069    -.0137735    .3627485
          share_60p_ |   .0712961   .0552644     1.29   0.201    -.0385844    .1811766
    delta_share_0014 |   .0880893   .0513018     1.72   0.090    -.0139125    .1900911
     delta_share_60p |  -.1912023   .0551131    -3.47   0.001     -.300782   -.0816227
         share_csp1_ |  -.3193351   .0904366    -3.53   0.001    -.4991473   -.1395229
         share_csp2_ |  -.3774482   .0918186    -4.11   0.000    -.5600081   -.1948882
         share_csp3_ |  -.4727482   .0751764    -6.29   0.000    -.6222189   -.3232774
         share_csp4_ |  -.1541094   .0633359    -2.43   0.017    -.2800381   -.0281806
         share_csp5_ |   .0502474   .0589086     0.85   0.396    -.0668788    .1673735
         share_csp6_ |   .1012633    .055532     1.82   0.072    -.0091491    .2116757
         share_csp7_ |  -.0533119   .0538774    -0.99   0.325    -.1604346    .0538108
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .2117676   .0677001     3.13   0.002     .0771618    .3463734
    delta_share_csp2 |   .2036049    .070567     2.89   0.005     .0632987    .3439111
    delta_share_csp3 |   .2432837   .0572177     4.25   0.000     .1295195    .3570479
    delta_share_csp4 |   .0949034   .0467898     2.03   0.046     .0018727     .187934
    delta_share_csp5 |   .0018668   .0397521     0.05   0.963    -.0771711    .0809047
    delta_share_csp6 |   -.017652   .0421216    -0.42   0.676    -.1014009     .066097
    delta_share_csp7 |   .0414751    .040217     1.03   0.305    -.0384871    .1214373
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .1766542    .111178     1.59   0.116    -.0443974    .3977058
delta_share_chom1564 |  -.0078131   .0754369    -0.10   0.918    -.1578019    .1421756
           migshare_ |  -.2273165   .0729377    -3.12   0.002    -.3723361   -.0822969
      delta_migshare |   .1076485   .1076652     1.00   0.320    -.1064188    .3217158
     log_median_inc_ |  -.0269921   .0266898    -1.01   0.315    -.0800586    .0260744
delta_log_median_inc |  -.0073353   .0298107    -0.25   0.806     -.066607    .0519365
             female_ |  -.0006512   .0037686    -0.17   0.863    -.0081441    .0068417
                age_ |  -.0002266   .0001309    -1.73   0.087    -.0004869    .0000337
              right_ |  -.0134123   .0029355    -4.57   0.000    -.0192489   -.0075756
           CSP_agri_ |   .0040944    .004237     0.97   0.337    -.0043299    .0125187
            CSP_ind_ |   .0066628   .0044481     1.50   0.138    -.0021812    .0155067
            CSP_sal_ |  -.0039401   .0039768    -0.99   0.325    -.0118471    .0039668
            CSP_lib_ |   .0023338   .0051394     0.45   0.651    -.0078846    .0125522
            CSP_ens_ |  -.0026043   .0045241    -0.58   0.566    -.0115993    .0063908
           CSP_func_ |  -.0029643   .0044691    -0.66   0.509      -.01185    .0059215
            CSP_div_ |   .0048509   .0059668     0.81   0.419    -.0070127    .0167144
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0024016   .0113586     0.21   0.833    -.0201824    .0249855
                 28  |   .0400158   .0237463     1.69   0.096    -.0071982    .0872298
                 32  |   .0612806   .0125912     4.87   0.000      .036246    .0863152
                 44  |   .0058573   .0144311     0.41   0.686    -.0228355    .0345502
                 52  |  -.0488721   .0300837    -1.62   0.108    -.1086866    .0109424
                 53  |  -.0161611   .0123612    -1.31   0.195    -.0407385    .0084164
                 75  |   .0088533   .0156204     0.57   0.572    -.0222042    .0399107
                 76  |  -.0094399    .012407    -0.76   0.449    -.0341084    .0152286
                 84  |  -.0289596   .0115839    -2.50   0.014    -.0519915   -.0059276
                 93  |   .0124424   .0156964     0.79   0.430    -.0187662    .0436509
                     |
               _cons |   .5020229   .2715508     1.85   0.068    -.0378928    1.041939
--------------------------------------------------------------------------------------

. 
. qui outreg2 using "Table 1_Panel B", ///
> keep(CAO) ctitle(OLS, all controls, regions FE) bdec(3) nocons excel tex  `append'  
 : 
. 
. ***IV controlling only for tourism***
. 
. ivreg2  evol2_fn_2012_2017 (CAO= num_group_vv)      coastal  log_hotel_rooms    log_tot_pop_   i.reg, cluster( numdep) fir
> st

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26888
Number of clusters (numdep) =       86
---------------------------------------------------------------------------------
                |               Robust
            CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
----------------+----------------------------------------------------------------
   num_group_vv |   .0056626   .0007018     8.07   0.000      .004287    .0070381
        coastal |   .0158239   .0085099     1.86   0.063     -.000856    .0325038
log_hotel_rooms |   .0053743   .0011131     4.83   0.000     .0031925    .0075561
   log_tot_pop_ |   .0047265   .0011307     4.18   0.000     .0025103    .0069428
                |
            reg |
            27  |     .00007   .0026218     0.03   0.979    -.0050688    .0052088
            28  |  -.0061885   .0025284    -2.45   0.014    -.0111443   -.0012326
            32  |  -.0078105   .0035113    -2.22   0.026    -.0146929   -.0009281
            44  |  -.0039963   .0025327    -1.58   0.115    -.0089606    .0009679
            52  |  -.0038784   .0047977    -0.81   0.419    -.0132821    .0055252
            53  |  -.0043859   .0031377    -1.40   0.162    -.0105359    .0017641
            75  |   .0027053   .0025106     1.08   0.281    -.0022156    .0076263
            76  |  -.0006157   .0029893    -0.21   0.837    -.0064749    .0052436
            84  |  -.0068947   .0028382    -2.43   0.015    -.0124577   -.0013318
            93  |  -.0084434   .0079327    -1.06   0.287     -.023992    .0071052
                |
          _cons |  -.0262296    .007304    -3.59   0.000    -.0405459   -.0119132
---------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    65.11
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    65.11
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      65.11    0.0000 |       65.91   0.0000 |       65.11

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=39.33    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    2372.05
Kleibergen-Paap Wald rk F statistic                                65.11

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=        9.16     P-val=0.0033
Anderson-Rubin Wald test           Chi-sq(1)=      9.27     P-val=0.0023
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      26888
Number of regressors                 K  =         15
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         15
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    26888
                                                      F( 14,    85) =    16.48
                                                      Prob > F      =   0.0000
Total (centered) SS     =  861.9605435                Centered R2   =   0.0403
Total (uncentered) SS   =  1998.702832                Uncentered R2 =   0.5861
Residual SS             =  827.2353638                Root MSE      =    .1754

---------------------------------------------------------------------------------
                |               Robust
evol2_fn_2~2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
----------------+----------------------------------------------------------------
            CAO |  -.0855843   .0307956    -2.78   0.005    -.1459425    -.025226
        coastal |  -.0407337   .0133578    -3.05   0.002    -.0669145   -.0145529
log_hotel_rooms |  -.0054046   .0013458    -4.02   0.000    -.0080424   -.0027669
   log_tot_pop_ |  -.0014843   .0024091    -0.62   0.538     -.006206    .0032375
                |
            reg |
            27  |  -.0003278   .0127001    -0.03   0.979    -.0252196     .024564
            28  |   .0433638   .0253403     1.71   0.087    -.0063023    .0930299
            32  |    .068508   .0153561     4.46   0.000     .0384106    .0986055
            44  |   .0021343   .0163049     0.13   0.896    -.0298227    .0340913
            52  |  -.0365208   .0301385    -1.21   0.226    -.0955911    .0225495
            53  |  -.0064001   .0129748    -0.49   0.622    -.0318302    .0190301
            75  |   .0106671   .0174282     0.61   0.540    -.0234915    .0448256
            76  |  -.0245848   .0128385    -1.91   0.056    -.0497478    .0005783
            84  |  -.0456224   .0117039    -3.90   0.000    -.0685617   -.0226832
            93  |  -.0105138   .0166332    -0.63   0.527    -.0431143    .0220866
                |
          _cons |   .2180963   .0176608    12.35   0.000     .1834817    .2527109
---------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             39.326
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             2372.047
                         (Kleibergen-Paap rk Wald F statistic):         65.106
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ 27.reg 28.reg 32.reg
                      44.reg 52.reg 53.reg 75.reg 76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
------------------------------------------------------------------------------

. 
. qui outreg2 using "Table 1_Panel B", ///
> keep(CAO coastal  log_hotel_rooms) ctitle(IV, control for tourism only, regions FE) bdec(3) nocons excel tex addstat(F-sta
> tistic, e(widstat)) `append'
 : 
. 
. 
. ***IV controlling for everything***
. 
. 
.  ivreg2  evol2_fn_2012_2017 (CAO= num_group_vv)      coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_d
> ist_center volontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg, cluster( numdep) first
Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26888
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0046011   .0007181     6.41   0.000     .0031935    .0060086
             coastal |   .0208778   .0086708     2.41   0.016     .0038826    .0378729
     log_hotel_rooms |   .0045927    .000981     4.68   0.000     .0026698    .0065156
        log_tot_pop_ |   .0024107   .0011633     2.07   0.038     .0001305    .0046908
   delta_log_tot_pop |  -.0153752   .0068594    -2.24   0.025      -.02882   -.0019303
 log_min_dist_center |  -.0065344    .002394    -2.73   0.006    -.0112267   -.0018421
volontaires_migrants |   .0809558   .0245556     3.30   0.001     .0328256     .129086
 evol_CADA_2012_2016 |   .0018483    .000552     3.35   0.001     .0007664    .0029302
         share_0014_ |  -.0240424   .0264716    -0.91   0.364    -.0759281    .0278433
          share_60p_ |   -.015798   .0179238    -0.88   0.378    -.0509295    .0193335
    delta_share_0014 |   .0259118   .0169177     1.53   0.126    -.0072477    .0590713
     delta_share_60p |   .0009612   .0186736     0.05   0.959      -.03564    .0375624
         share_csp1_ |   .0085899   .0202451     0.42   0.671    -.0310914    .0482713
         share_csp2_ |  -.0523993   .0282438    -1.86   0.064    -.1077587    .0029601
         share_csp3_ |   -.020994   .0274623    -0.76   0.445    -.0748216    .0328336
         share_csp4_ |   .0126618   .0213899     0.59   0.554    -.0292636    .0545872
         share_csp5_ |   -.008885   .0216399    -0.41   0.681    -.0513003    .0335303
         share_csp6_ |   .0090731   .0198313     0.46   0.647    -.0297973    .0479436
         share_csp7_ |   .0012021   .0159143     0.08   0.940    -.0299907    .0323949
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0229784   .0119184    -1.93   0.054    -.0463392    .0003823
    delta_share_csp2 |   .0155386   .0175948     0.88   0.377     -.018948    .0500253
    delta_share_csp3 |  -.0032451   .0169329    -0.19   0.848    -.0364345    .0299443
    delta_share_csp4 |  -.0273053   .0136821    -2.00   0.046     -.054123   -.0004877
    delta_share_csp5 |    -.00772   .0112152    -0.69   0.491    -.0297025    .0142625
    delta_share_csp6 |  -.0132011   .0125348    -1.05   0.292      -.03777    .0113679
    delta_share_csp7 |  -.0116526   .0100445    -1.16   0.246    -.0313404    .0080352
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0443676    .029786     1.49   0.136    -.0140145    .1027497
delta_share_chom1564 |  -.0268875   .0243469    -1.10   0.269    -.0746088    .0208337
           migshare_ |   .0170946   .0283356     0.60   0.546    -.0384445    .0726338
      delta_migshare |     .01185   .0393755     0.30   0.763    -.0653279     .089028
     log_median_inc_ |  -.0115208   .0072118    -1.60   0.110    -.0256564    .0026147
delta_log_median_inc |  -.0078966   .0063384    -1.25   0.213    -.0203202     .004527
             female_ |  -.0001548   .0016196    -0.10   0.924    -.0033292    .0030196
                age_ |  -.0001664   .0001168    -1.42   0.154    -.0003953    .0000625
              right_ |  -.0009644   .0012366    -0.78   0.435    -.0033883    .0014595
           CSP_agri_ |  -.0002902   .0018495    -0.16   0.875    -.0039153    .0033348
            CSP_ind_ |   -.002377   .0028996    -0.82   0.412    -.0080604    .0033064
            CSP_sal_ |  -.0029104   .0021831    -1.33   0.182    -.0071894    .0013686
            CSP_lib_ |   .0005321   .0051859     0.10   0.918    -.0096325    .0106966
            CSP_ens_ |   .0025631    .004019     0.64   0.524    -.0053143    .0104405
           CSP_func_ |  -.0038623    .003055    -1.26   0.206    -.0098502    .0021256
            CSP_div_ |   .0040529   .0045307     0.89   0.371    -.0048275    .0129333
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0006294   .0025621    -0.25   0.806    -.0056512    .0043924
                 28  |  -.0052807    .002772    -1.91   0.057    -.0107139    .0001525
                 32  |  -.0103666   .0036195    -2.86   0.004     -.017461   -.0032722
                 44  |  -.0051693   .0027334    -1.89   0.059     -.010527    .0001884
                 52  |   -.002396   .0051514    -0.47   0.642     -.012493     .007701
                 53  |  -.0027496   .0035097    -0.78   0.433    -.0096289    .0041296
                 75  |   .0036844   .0026927     1.37   0.171    -.0015934    .0089621
                 76  |  -.0017319   .0034797    -0.50   0.619    -.0085523    .0050884
                 84  |  -.0071549   .0029844    -2.40   0.017    -.0130046   -.0013053
                 93  |  -.0074107     .00768    -0.96   0.335    -.0224638    .0076424
                     |
               _cons |   .1414426   .0749919     1.89   0.059    -.0055455    .2884307
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      41.05    0.0000 |       41.61   0.0000 |       41.05

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=30.99    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    1377.11
Kleibergen-Paap Wald rk F statistic                                41.05

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=       14.26     P-val=0.0003
Anderson-Rubin Wald test           Chi-sq(1)=     14.46     P-val=0.0001
Stock-Wright LM S statistic        Chi-sq(1)=     23.60     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      26888
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    26888
                                                      F( 52,    85) =    30.61
                                                      Prob > F      =   0.0000
Total (centered) SS     =  861.9605435                Centered R2   =   0.0754
Total (uncentered) SS   =  1998.702832                Uncentered R2 =   0.6012
Residual SS             =   796.990371                Root MSE      =    .1722

--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2012_2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   -.120154   .0393656    -3.05   0.002    -.1973092   -.0429988
             coastal |  -.0296786   .0114864    -2.58   0.010    -.0521915   -.0071657
     log_hotel_rooms |  -.0037286   .0012328    -3.02   0.002    -.0061449   -.0013123
        log_tot_pop_ |  -.0016245   .0019533    -0.83   0.406    -.0054528    .0022039
   delta_log_tot_pop |   .0169793   .0176898     0.96   0.337    -.0176922    .0516507
 log_min_dist_center |   .0059512   .0032056     1.86   0.063    -.0003317    .0122341
volontaires_migrants |     .00699   .0108511     0.64   0.519    -.0142778    .0282578
 evol_CADA_2012_2016 |   .0003917   .0001669     2.35   0.019     .0000646    .0007188
         share_0014_ |   .1595331   .0957237     1.67   0.096    -.0280819     .347148
          share_60p_ |   .0643528   .0555393     1.16   0.247    -.0445022    .1732078
    delta_share_0014 |    .098671   .0513994     1.92   0.055    -.0020699     .199412
     delta_share_60p |   -.191783   .0552952    -3.47   0.001    -.3001597   -.0834064
         share_csp1_ |  -.3161139   .0902889    -3.50   0.000     -.493077   -.1391509
         share_csp2_ |  -.3894522   .0919805    -4.23   0.000    -.5697308   -.2091737
         share_csp3_ |  -.4726208   .0751799    -6.29   0.000    -.6199707   -.3252709
         share_csp4_ |  -.1540585   .0631332    -2.44   0.015    -.2777974   -.0303197
         share_csp5_ |   .0456973   .0586713     0.78   0.436    -.0692964     .160691
         share_csp6_ |   .0990538   .0555549     1.78   0.075    -.0098319    .2079395
         share_csp7_ |  -.0555834   .0537838    -1.03   0.301    -.1609978     .049831
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .2070936   .0669988     3.09   0.002     .0757783    .3384088
    delta_share_csp2 |   .2081877   .0705984     2.95   0.003     .0698174     .346558
    delta_share_csp3 |   .2411728   .0565936     4.26   0.000     .1302514    .3520943
    delta_share_csp4 |   .0917254   .0464062     1.98   0.048      .000771    .1826798
    delta_share_csp5 |   .0020736   .0396136     0.05   0.958    -.0755676    .0797149
    delta_share_csp6 |  -.0180468   .0420104    -0.43   0.668    -.1003857     .064292
    delta_share_csp7 |   .0406304   .0401501     1.01   0.312    -.0380623    .1193231
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .1858338   .1104751     1.68   0.093    -.0306933    .4023609
delta_share_chom1564 |  -.0132088   .0753154    -0.18   0.861    -.1608242    .1344066
           migshare_ |  -.2240214   .0730367    -3.07   0.002    -.3671708   -.0808721
      delta_migshare |   .1118599   .1075603     1.04   0.298    -.0989543    .3226742
     log_median_inc_ |  -.0313436   .0271408    -1.15   0.248    -.0845385    .0218514
delta_log_median_inc |  -.0071316   .0297049    -0.24   0.810    -.0653521    .0510889
             female_ |  -.0005595   .0037685    -0.15   0.882    -.0079456    .0068267
                age_ |   -.000244   .0001321    -1.85   0.065    -.0005028    .0000149
              right_ |  -.0135163   .0029185    -4.63   0.000    -.0192364   -.0077961
           CSP_agri_ |   .0042819   .0042072     1.02   0.309    -.0039641    .0125279
            CSP_ind_ |   .0063335   .0044373     1.43   0.153    -.0023634    .0150304
            CSP_sal_ |  -.0042263   .0039237    -1.08   0.281    -.0119165     .003464
            CSP_lib_ |   .0023209   .0051195     0.45   0.650    -.0077133     .012355
            CSP_ens_ |  -.0021907   .0045788    -0.48   0.632    -.0111649    .0067835
           CSP_func_ |  -.0031858   .0044996    -0.71   0.479    -.0120049    .0056333
            CSP_div_ |   .0056511   .0059872     0.94   0.345    -.0060836    .0173859
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0026437   .0113814     0.23   0.816    -.0196634    .0249509
                 28  |   .0396609   .0237778     1.67   0.095    -.0069428    .0862645
                 32  |   .0598365   .0123096     4.86   0.000     .0357101    .0839628
                 44  |   .0052637   .0144732     0.36   0.716    -.0231033    .0336307
                 52  |  -.0491602   .0299257    -1.64   0.100    -.1078135    .0094931
                 53  |  -.0167522   .0120775    -1.39   0.165    -.0404237    .0069193
                 75  |   .0092294   .0155632     0.59   0.553     -.021274    .0397327
                 76  |  -.0100028   .0124202    -0.81   0.421     -.034346    .0143403
                 84  |  -.0303223   .0115331    -2.63   0.009    -.0529267   -.0077178
                 93  |   .0104754   .0156061     0.67   0.502     -.020112    .0410627
                     |
               _cons |   .5485936   .2767646     1.98   0.047      .006145    1.091042
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             30.994
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             1377.106
                         (Kleibergen-Paap rk Wald F statistic):         41.050
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------

. 
. qui outreg2 using "Table 1_Panel B", ///
> keep(CAO coastal  log_hotel_rooms) ctitle(IV, all controls, regions FE) bdec(3) nocons excel tex addstat(F-statistic, e(wi
> dstat)) `append'
 : 
.  
. restore 

.  
.  
.  
. *************
. ***Table 2***
. *************
. 
. ***Columns 1-2***
.  
.  preserve

. foreach var of varlist log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_  ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_  {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
(0 observations deleted)
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. ***
. 
. keep if period>=2
(27,110 observations deleted)

. 
. foreach var of varlist  log_melenchon log_turnout   {
  2.  
.   
.  
. qui reg `var'  CAO_period_3 i.period   ///
> log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_ ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cluster( codeinsee) absorb(codeinsee)
  3. 
.  
.  outreg2 using "Table 2", ///
> keep(CAO_period_3) ctitle(DiD, `var', controls, time FE, municipal FE) bdec(3) nocons excel tex `append'
  4.    
.  
.  }
Table 2.tex
Table 2.xml
dir : seeout
Table 2.tex
Table 2.xml
dir : seeout

.  *** 
. 
. restore  

.  
.  ***Columns 3-4***
. 
. preserve

. keep if period==3
(67,250 observations deleted)

. 
. foreach var of varlist  CAO num_group_vv evol2_fn_2012_2017 /// 
> coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_migrants evol_CADA_2012_2016 s
> hare_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ ///
>    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
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(47 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)

. ***
. 
.  
. foreach var of varlist  evol2_melench_2012_2017 evol2_turnout     {
  2.   
.   
.  ivreg2  `var' ( CAO= num_group_vv)      coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center v
> olontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_  CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_di
> v_ CSP_retr_  i.reg, cluster( numdep) first
  3. 
. qui outreg2 using "Table 2", ///
> keep( CAO) ctitle(IV, `var', all controls, regions FE) bdec(3) nocons excel tex addstat(F-statistic, e(widstat))  `append'
  4.   
.   
.   
.   }
Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26878
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0046009   .0007181     6.41   0.000     .0031933    .0060085
             coastal |   .0208786   .0086706     2.41   0.016     .0038837    .0378735
     log_hotel_rooms |   .0045924    .000981     4.68   0.000     .0026696    .0065152
        log_tot_pop_ |   .0024124    .001164     2.07   0.038     .0001308     .004694
   delta_log_tot_pop |  -.0153758     .00686    -2.24   0.025    -.0288217   -.0019299
 log_min_dist_center |  -.0065347   .0023946    -2.73   0.006    -.0112282   -.0018412
volontaires_migrants |   .0809534   .0245558     3.30   0.001     .0328227    .1290841
 evol_CADA_2012_2016 |   .0018483    .000552     3.35   0.001     .0007664    .0029302
         share_0014_ |  -.0241036   .0265041    -0.91   0.363    -.0760531    .0278459
          share_60p_ |   -.015848   .0179421    -0.88   0.377    -.0510154    .0193194
    delta_share_0014 |   .0259472   .0169337     1.53   0.125    -.0072437    .0591382
     delta_share_60p |   .0009903   .0186889     0.05   0.958     -.035641    .0376216
         share_csp1_ |   .0085066   .0202668     0.42   0.675    -.0312174    .0482305
         share_csp2_ |  -.0523957   .0282538    -1.85   0.064    -.1077747    .0029833
         share_csp3_ |  -.0209284   .0274695    -0.76   0.446    -.0747701    .0329133
         share_csp4_ |   .0127061   .0214363     0.59   0.553    -.0293101    .0547223
         share_csp5_ |  -.0088452   .0216684    -0.41   0.683    -.0513163    .0336259
         share_csp6_ |   .0090648   .0198418     0.46   0.648    -.0298261    .0479557
         share_csp7_ |   .0012261   .0159257     0.08   0.939    -.0299891    .0324414
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   -.022872   .0119275    -1.92   0.055    -.0462505    .0005066
    delta_share_csp2 |   .0155355   .0175905     0.88   0.377    -.0189427    .0500137
    delta_share_csp3 |  -.0033017   .0169355    -0.19   0.845    -.0364961    .0298927
    delta_share_csp4 |  -.0273478   .0137074    -2.00   0.046     -.054215   -.0004806
    delta_share_csp5 |  -.0077446   .0112199    -0.69   0.490    -.0297362    .0142471
    delta_share_csp6 |  -.0131922   .0125401    -1.05   0.293    -.0377714    .0113871
    delta_share_csp7 |  -.0116699   .0100586    -1.16   0.246    -.0313852    .0080455
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0443488   .0298056     1.49   0.137    -.0140717    .1027692
delta_share_chom1564 |  -.0269106   .0243662    -1.10   0.269    -.0746696    .0208485
           migshare_ |   .0171071   .0283384     0.60   0.546    -.0384377     .072652
      delta_migshare |   .0117646   .0394435     0.30   0.766    -.0655467     .089076
     log_median_inc_ |  -.0115554   .0072341    -1.60   0.110    -.0257347    .0026239
delta_log_median_inc |  -.0078514   .0063458    -1.24   0.216    -.0202895    .0045866
             female_ |  -.0001545   .0016201    -0.10   0.924      -.00333     .003021
                age_ |  -.0001664   .0001169    -1.42   0.154    -.0003955    .0000627
              right_ |  -.0009627   .0012369    -0.78   0.436    -.0033871    .0014618
           CSP_agri_ |  -.0002935   .0018505    -0.16   0.874    -.0039206    .0033335
            CSP_ind_ |  -.0023769      .0029    -0.82   0.412     -.008061    .0033072
            CSP_sal_ |    -.00291   .0021837    -1.33   0.183    -.0071902    .0013702
            CSP_lib_ |   .0005165    .005202     0.10   0.921    -.0096797    .0107126
            CSP_ens_ |   .0025628   .0040189     0.64   0.524    -.0053144      .01044
           CSP_func_ |  -.0038623   .0030559    -1.26   0.206     -.009852    .0021274
            CSP_div_ |   .0040529   .0045311     0.89   0.371    -.0048283    .0129341
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0006316   .0025622    -0.25   0.805    -.0056537    .0043905
                 28  |  -.0052841   .0027731    -1.91   0.057    -.0107196    .0001514
                 32  |  -.0103775   .0036216    -2.87   0.004    -.0174761   -.0032789
                 44  |  -.0051744   .0027343    -1.89   0.058    -.0105337    .0001849
                 52  |  -.0023976   .0051522    -0.47   0.642    -.0124961     .007701
                 53  |  -.0027508   .0035099    -0.78   0.433    -.0096303    .0041288
                 75  |   .0036841   .0026931     1.37   0.171    -.0015945    .0089628
                 76  |  -.0017343   .0034807    -0.50   0.618    -.0085566    .0050881
                 84  |  -.0071572    .002985    -2.40   0.017    -.0130079   -.0013065
                 93  |  -.0074155   .0076809    -0.97   0.334    -.0224705    .0076395
                     |
               _cons |   .1417768   .0751978     1.89   0.059    -.0056147    .2891684
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      41.05    0.0000 |       41.61   0.0000 |       41.05

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=30.99    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    1376.41
Kleibergen-Paap Wald rk F statistic                                41.05

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=       10.25     P-val=0.0019
Anderson-Rubin Wald test           Chi-sq(1)=     10.39     P-val=0.0013
Stock-Wright LM S statistic        Chi-sq(1)=     36.52     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      26878
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    26878
                                                      F( 52,    85) =    18.06
                                                      Prob > F      =   0.0000
Total (centered) SS     =   2254.09854                Centered R2   =   0.0297
Total (uncentered) SS   =  9406.041156                Uncentered R2 =   0.7675
Residual SS             =   2187.05814                Root MSE      =    .2853

--------------------------------------------------------------------------------------
                     |               Robust
evol2_melench_2~2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   .1662596     .06208     2.68   0.007      .044585    .2879343
             coastal |  -.0179407   .0111194    -1.61   0.107    -.0397343    .0038528
     log_hotel_rooms |   .0038438   .0015547     2.47   0.013     .0007967     .006891
        log_tot_pop_ |   .0042364   .0039209     1.08   0.280    -.0034485    .0119213
   delta_log_tot_pop |   .0202306   .0275409     0.73   0.463    -.0337486    .0742098
 log_min_dist_center |  -.0006195    .004891    -0.13   0.899    -.0102056    .0089666
volontaires_migrants |   .0144046   .0153586     0.94   0.348    -.0156978     .044507
 evol_CADA_2012_2016 |  -.0003813   .0002403    -1.59   0.113    -.0008523    .0000897
         share_0014_ |   .2542233   .1478769     1.72   0.086    -.0356101    .5440567
          share_60p_ |   .0221545   .0880577     0.25   0.801    -.1504354    .1947444
    delta_share_0014 |  -.3581841   .1186073    -3.02   0.003    -.5906501   -.1257181
     delta_share_60p |  -.2675696   .0838975    -3.19   0.001    -.4320057   -.1031335
         share_csp1_ |  -.0094281   .1262568    -0.07   0.940     -.256887    .2380307
         share_csp2_ |   .0223464   .1383876     0.16   0.872    -.2488883    .2935811
         share_csp3_ |   .4950997   .1191625     4.15   0.000     .2615454     .728654
         share_csp4_ |   .1676112   .1017607     1.65   0.100     -.031836    .3670585
         share_csp5_ |   .2526728   .0890211     2.84   0.005     .0781947    .4271508
         share_csp6_ |   .2549726   .1029854     2.48   0.013     .0531248    .4568203
         share_csp7_ |   .2118598   .0939978     2.25   0.024     .0276274    .3960922
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .1462929   .0952124     1.54   0.124    -.0403199    .3329058
    delta_share_csp2 |   .0420072   .1012483     0.41   0.678    -.1564359    .2404503
    delta_share_csp3 |  -.1466776   .0909101    -1.61   0.107    -.3248581    .0315028
    delta_share_csp4 |   .0248107   .0763915     0.32   0.745    -.1249139    .1745354
    delta_share_csp5 |   .0213236   .0716647     0.30   0.766    -.1191366    .1617838
    delta_share_csp6 |  -.0316756   .0711969    -0.44   0.656    -.1712189    .1078677
    delta_share_csp7 |   .0411417   .0694236     0.59   0.553     -.094926    .1772094
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |  -.2513045   .1452671    -1.73   0.084    -.5360227    .0334138
delta_share_chom1564 |   .0976725   .1132213     0.86   0.388    -.1242372    .3195823
           migshare_ |   .2643139   .0908487     2.91   0.004     .0862538     .442374
      delta_migshare |  -.1360723   .1562286    -0.87   0.384    -.4422747    .1701302
     log_median_inc_ |   .0023169   .0293119     0.08   0.937    -.0551334    .0597672
delta_log_median_inc |  -.0184881   .0398766    -0.46   0.643    -.0966448    .0596685
             female_ |  -.0067506   .0057009    -1.18   0.236    -.0179241    .0044228
                age_ |  -.0000699   .0002755    -0.25   0.800    -.0006099    .0004701
              right_ |   .0302812   .0041333     7.33   0.000       .02218    .0383823
           CSP_agri_ |  -.0072663   .0071894    -1.01   0.312    -.0213572    .0068247
            CSP_ind_ |   .0112686   .0079484     1.42   0.156      -.00431    .0268472
            CSP_sal_ |   .0026402   .0067255     0.39   0.695    -.0105416    .0158219
            CSP_lib_ |   .0040562   .0070015     0.58   0.562    -.0096664    .0177788
            CSP_ens_ |   .0007564   .0081041     0.09   0.926    -.0151273    .0166401
           CSP_func_ |  -.0030397    .005711    -0.53   0.595    -.0142331    .0081536
            CSP_div_ |  -.0081504   .0092043    -0.89   0.376    -.0261905    .0098896
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0053151   .0217738     0.24   0.807    -.0373607    .0479909
                 28  |    .042048   .0242923     1.73   0.083    -.0055639      .08966
                 32  |   .0331542   .0223278     1.48   0.138    -.0106075    .0769158
                 44  |   .0798862   .0249165     3.21   0.001     .0310508    .1287217
                 52  |   .0471378   .0295678     1.59   0.111    -.0108142    .1050897
                 53  |   .0787804   .0275926     2.86   0.004        .0247    .1328608
                 75  |   .0557487   .0261214     2.13   0.033     .0045518    .1069457
                 76  |  -.0044385   .0207753    -0.21   0.831    -.0451574    .0362803
                 84  |  -.0368777   .0219801    -1.68   0.093    -.0799578    .0062024
                 93  |  -.0663225   .0219359    -3.02   0.002    -.1093161    -.023329
                     |
               _cons |   .1991603   .2992055     0.67   0.506    -.3872716    .7855922
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             30.992
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             1376.415
                         (Kleibergen-Paap rk Wald F statistic):         41.046
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------
 : Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26888
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0046011   .0007181     6.41   0.000     .0031935    .0060086
             coastal |   .0208778   .0086708     2.41   0.016     .0038826    .0378729
     log_hotel_rooms |   .0045927    .000981     4.68   0.000     .0026698    .0065156
        log_tot_pop_ |   .0024107   .0011633     2.07   0.038     .0001305    .0046908
   delta_log_tot_pop |  -.0153752   .0068594    -2.24   0.025      -.02882   -.0019303
 log_min_dist_center |  -.0065344    .002394    -2.73   0.006    -.0112267   -.0018421
volontaires_migrants |   .0809558   .0245556     3.30   0.001     .0328256     .129086
 evol_CADA_2012_2016 |   .0018483    .000552     3.35   0.001     .0007664    .0029302
         share_0014_ |  -.0240424   .0264716    -0.91   0.364    -.0759281    .0278433
          share_60p_ |   -.015798   .0179238    -0.88   0.378    -.0509295    .0193335
    delta_share_0014 |   .0259118   .0169177     1.53   0.126    -.0072477    .0590713
     delta_share_60p |   .0009612   .0186736     0.05   0.959      -.03564    .0375624
         share_csp1_ |   .0085899   .0202451     0.42   0.671    -.0310914    .0482713
         share_csp2_ |  -.0523993   .0282438    -1.86   0.064    -.1077587    .0029601
         share_csp3_ |   -.020994   .0274623    -0.76   0.445    -.0748216    .0328336
         share_csp4_ |   .0126618   .0213899     0.59   0.554    -.0292636    .0545872
         share_csp5_ |   -.008885   .0216399    -0.41   0.681    -.0513003    .0335303
         share_csp6_ |   .0090731   .0198313     0.46   0.647    -.0297973    .0479436
         share_csp7_ |   .0012021   .0159143     0.08   0.940    -.0299907    .0323949
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0229784   .0119184    -1.93   0.054    -.0463392    .0003823
    delta_share_csp2 |   .0155386   .0175948     0.88   0.377     -.018948    .0500253
    delta_share_csp3 |  -.0032451   .0169329    -0.19   0.848    -.0364345    .0299443
    delta_share_csp4 |  -.0273053   .0136821    -2.00   0.046     -.054123   -.0004877
    delta_share_csp5 |    -.00772   .0112152    -0.69   0.491    -.0297025    .0142625
    delta_share_csp6 |  -.0132011   .0125348    -1.05   0.292      -.03777    .0113679
    delta_share_csp7 |  -.0116526   .0100445    -1.16   0.246    -.0313404    .0080352
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0443676    .029786     1.49   0.136    -.0140145    .1027497
delta_share_chom1564 |  -.0268875   .0243469    -1.10   0.269    -.0746088    .0208337
           migshare_ |   .0170946   .0283356     0.60   0.546    -.0384445    .0726338
      delta_migshare |     .01185   .0393755     0.30   0.763    -.0653279     .089028
     log_median_inc_ |  -.0115208   .0072118    -1.60   0.110    -.0256564    .0026147
delta_log_median_inc |  -.0078966   .0063384    -1.25   0.213    -.0203202     .004527
             female_ |  -.0001548   .0016196    -0.10   0.924    -.0033292    .0030196
                age_ |  -.0001664   .0001168    -1.42   0.154    -.0003953    .0000625
              right_ |  -.0009644   .0012366    -0.78   0.435    -.0033883    .0014595
           CSP_agri_ |  -.0002902   .0018495    -0.16   0.875    -.0039153    .0033348
            CSP_ind_ |   -.002377   .0028996    -0.82   0.412    -.0080604    .0033064
            CSP_sal_ |  -.0029104   .0021831    -1.33   0.182    -.0071894    .0013686
            CSP_lib_ |   .0005321   .0051859     0.10   0.918    -.0096325    .0106966
            CSP_ens_ |   .0025631    .004019     0.64   0.524    -.0053143    .0104405
           CSP_func_ |  -.0038623    .003055    -1.26   0.206    -.0098502    .0021256
            CSP_div_ |   .0040529   .0045307     0.89   0.371    -.0048275    .0129333
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0006294   .0025621    -0.25   0.806    -.0056512    .0043924
                 28  |  -.0052807    .002772    -1.91   0.057    -.0107139    .0001525
                 32  |  -.0103666   .0036195    -2.86   0.004     -.017461   -.0032722
                 44  |  -.0051693   .0027334    -1.89   0.059     -.010527    .0001884
                 52  |   -.002396   .0051514    -0.47   0.642     -.012493     .007701
                 53  |  -.0027496   .0035097    -0.78   0.433    -.0096289    .0041296
                 75  |   .0036844   .0026927     1.37   0.171    -.0015934    .0089621
                 76  |  -.0017319   .0034797    -0.50   0.619    -.0085523    .0050884
                 84  |  -.0071549   .0029844    -2.40   0.017    -.0130046   -.0013053
                 93  |  -.0074107     .00768    -0.96   0.335    -.0224638    .0076424
                     |
               _cons |   .1414426   .0749919     1.89   0.059    -.0055455    .2884307
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      41.05    0.0000 |       41.61   0.0000 |       41.05

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=30.99    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    1377.11
Kleibergen-Paap Wald rk F statistic                                41.05

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=        8.19     P-val=0.0053
Anderson-Rubin Wald test           Chi-sq(1)=      8.30     P-val=0.0040
Stock-Wright LM S statistic        Chi-sq(1)=     27.40     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      26888
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    26888
                                                      F( 52,    85) =    55.41
                                                      Prob > F      =   0.0000
Total (centered) SS     =  42.82550943                Centered R2   =   0.0682
Total (uncentered) SS   =   53.7481471                Uncentered R2 =   0.2576
Residual SS             =   39.9040608                Root MSE      =   .03852

--------------------------------------------------------------------------------------
                     |               Robust
       evol2_turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   .0258934   .0094203     2.75   0.006       .00743    .0443569
             coastal |   .0057756   .0012457     4.64   0.000      .003334    .0082172
     log_hotel_rooms |   .0001113   .0002248     0.49   0.621    -.0003294    .0005519
        log_tot_pop_ |  -.0031476    .000458    -6.87   0.000    -.0040453   -.0022499
   delta_log_tot_pop |  -.0105382   .0035333    -2.98   0.003    -.0174634    -.003613
 log_min_dist_center |   .0002574   .0006221     0.41   0.679    -.0009618    .0014766
volontaires_migrants |   -.006922   .0026147    -2.65   0.008    -.0120467   -.0017972
 evol_CADA_2012_2016 |  -.0000631   .0000368    -1.71   0.087    -.0001353    9.11e-06
         share_0014_ |  -.0110418   .0185387    -0.60   0.551    -.0473769    .0252933
          share_60p_ |  -.0338991   .0145447    -2.33   0.020    -.0624062    -.005392
    delta_share_0014 |     .05116   .0128672     3.98   0.000     .0259408    .0763793
     delta_share_60p |   .0020098   .0136771     0.15   0.883    -.0247969    .0288165
         share_csp1_ |   .0538581    .016376     3.29   0.001     .0217618    .0859544
         share_csp2_ |   .0586441     .01948     3.01   0.003     .0204639    .0968242
         share_csp3_ |    .065241   .0139801     4.67   0.000     .0378406    .0926414
         share_csp4_ |   .0114761   .0118164     0.97   0.331    -.0116836    .0346357
         share_csp5_ |   .0314304   .0100709     3.12   0.002     .0116919     .051169
         share_csp6_ |   .0031109    .012078     0.26   0.797    -.0205615    .0267834
         share_csp7_ |   .0261103   .0127973     2.04   0.041     .0010281    .0511926
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0267097   .0121123    -2.21   0.027    -.0504494     -.00297
    delta_share_csp2 |  -.0363789   .0143741    -2.53   0.011    -.0645516   -.0082063
    delta_share_csp3 |  -.0350001   .0107592    -3.25   0.001    -.0560878   -.0139124
    delta_share_csp4 |  -.0077681   .0070328    -1.10   0.269    -.0215522     .006016
    delta_share_csp5 |  -.0122974    .007268    -1.69   0.091    -.0265424    .0019476
    delta_share_csp6 |  -.0043338   .0079798    -0.54   0.587    -.0199739    .0113063
    delta_share_csp7 |  -.0120779   .0086889    -1.39   0.165    -.0291079    .0049521
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |  -.0553818   .0184188    -3.01   0.003     -.091482   -.0192816
delta_share_chom1564 |    .004799   .0173737     0.28   0.782    -.0292529    .0388509
           migshare_ |  -.0137225   .0130068    -1.06   0.291    -.0392153    .0117703
      delta_migshare |  -.0052929   .0212097    -0.25   0.803    -.0468631    .0362772
     log_median_inc_ |   .0185838   .0043794     4.24   0.000     .0100003    .0271673
delta_log_median_inc |   .0030625   .0053648     0.57   0.568    -.0074522    .0135773
             female_ |   .0017343    .000889     1.95   0.051    -8.09e-06    .0034768
                age_ |   .0000436   .0000373     1.17   0.242    -.0000295    .0001167
              right_ |   .0009805   .0005418     1.81   0.070    -.0000815    .0020425
           CSP_agri_ |   .0004682   .0009072     0.52   0.606    -.0013099    .0022463
            CSP_ind_ |   .0013863   .0011505     1.20   0.228    -.0008687    .0036412
            CSP_sal_ |   .0003612   .0008591     0.42   0.674    -.0013225     .002045
            CSP_lib_ |  -.0008737   .0011644    -0.75   0.453    -.0031559    .0014086
            CSP_ens_ |   .0016502   .0011512     1.43   0.152    -.0006061    .0039064
           CSP_func_ |   .0001128   .0008992     0.13   0.900    -.0016496    .0018751
            CSP_div_ |   -.001704   .0012725    -1.34   0.181    -.0041981    .0007901
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   -.011473   .0027194    -4.22   0.000    -.0168028   -.0061431
                 28  |     .00534   .0027533     1.94   0.052    -.0000563    .0107363
                 32  |   .0051861   .0025035     2.07   0.038     .0002792    .0100929
                 44  |   .0029693   .0029472     1.01   0.314    -.0028071    .0087458
                 52  |   .0051001   .0022581     2.26   0.024     .0006743    .0095259
                 53  |   .0007224   .0027317     0.26   0.791    -.0046316    .0060764
                 75  |  -.0135118   .0027011    -5.00   0.000    -.0188059   -.0082177
                 76  |  -.0049733   .0024396    -2.04   0.041     -.009755   -.0001917
                 84  |  -.0173165    .002707    -6.40   0.000    -.0226222   -.0120108
                 93  |   .0001439   .0029441     0.05   0.961    -.0056264    .0059142
                     |
               _cons |  -.1904131   .0453137    -4.20   0.000    -.2792262   -.1015999
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             30.994
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             1377.106
                         (Kleibergen-Paap rk Wald F statistic):         41.050
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------
 : 
. ****
.  
. restore

. 
. 
. *************
. ***Table 3***
. *************
. 
. ***columns 1-2***
. 
. preserve

. foreach var of varlist log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_  ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_  {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(11 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(13,057 observations deleted)
(1,260 observations deleted)
(1,208 observations deleted)
(0 observations deleted)
(161 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)

. ***
. 
. keep if period>=2
(27,110 observations deleted)

. 
. g missing_size=(tot_places_CAO_per1000==0&CAO==1)

. tab missing_size, m

missing_siz |
          e |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |     58,028       99.93       99.93
          1 |         40        0.07      100.00
------------+-----------------------------------
      Total |     58,068      100.00

. 
. sum tot_places_CAO_per1000 if CAO==1, de

                   tot_places_CAO_per1000
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%     .1518715              0       Obs                 648
25%     .6110877              0       Sum of Wgt.         648

50%     3.283561                      Mean            15.9663
                        Largest       Std. Dev.      33.99696
75%      13.8225       218.0451
90%     46.77419       218.0451       Variance       1155.793
95%     68.64989       253.8071       Skewness       3.855264
99%     186.9919       253.8071       Kurtosis       20.20884

. replace tot_places_CAO_per1000=0.0350716 if missing_size==1
(40 real changes made)

. sum tot_places_CAO_per1000  if CAO==1, de

                   tot_places_CAO_per1000
-------------------------------------------------------------
      Percentiles      Smallest
 1%     .0350716       .0350716
 5%     .0350716       .0350716
10%     .1518715       .0350716       Obs                 648
25%     .6110877       .0350716       Sum of Wgt.         648

50%     3.283561                      Mean           15.96847
                        Largest       Std. Dev.      33.99594
75%      13.8225       218.0451
90%     46.77419       218.0451       Variance       1155.724
95%     68.64989       253.8071       Skewness       3.855461
99%     186.9919       253.8071       Kurtosis       20.21025

. 
. ***create standardized version of size of the centre***
. 
. egen tot_places_CAO_per1000_st=std(tot_places_CAO_per1000)

. g CAO_period_3_size=tot_places_CAO_per1000_st*CAO_period_3

.    
. 
. reg log_fn  CAO_period_3 i.period   ///
> log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_ ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cluster( codeinsee) absorb(codeinsee)
note: share_csp8_ omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression, absorbing indicators         Number of obs     =     58,066
                                                F(24, 30051)      =          .
                                                Prob > F          =          .
                                                R-squared         =     0.9360
                                                Adj R-squared     =     0.8672
                                                Root MSE          =     .13042

                            (Std. Err. adjusted for 30,052 clusters in codeinsee)
---------------------------------------------------------------------------------
                |               Robust
         log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
----------------+----------------------------------------------------------------
   CAO_period_3 |  -.0365372   .0119835    -3.05   0.002    -.0600254   -.0130491
       3.period |   .2117373   .0041876    50.56   0.000     .2035294    .2199451
   log_tot_pop_ |   .0456462   .0463321     0.99   0.325    -.0451667    .1364592
    share_0014_ |   .3196639    .142561     2.24   0.025     .0402382    .5990897
     share_60p_ |  -.2577845   .1016732    -2.54   0.011    -.4570683   -.0585007
    share_csp1_ |  -.0673469   .1082762    -0.62   0.534    -.2795729     .144879
    share_csp2_ |  -.0240431   .1035962    -0.23   0.816    -.2270961    .1790098
    share_csp3_ |  -.1910942   .0971523    -1.97   0.049     -.381517   -.0006715
    share_csp4_ |  -.0302982   .0728887    -0.42   0.678    -.1731632    .1125669
    share_csp5_ |  -.0244218   .0699541    -0.35   0.727    -.1615349    .1126913
    share_csp6_ |  -.0523606   .0735516    -0.71   0.477     -.196525    .0918038
    share_csp7_ |  -.0477779   .0656543    -0.73   0.467    -.1764632    .0809074
    share_csp8_ |          0  (omitted)
share_chom1564_ |   .2684252   .1119699     2.40   0.017     .0489594    .4878909
      migshare_ |  -.2098845   .2604505    -0.81   0.420    -.7203787    .3006096
log_median_inc_ |  -.0643631   .0435017    -1.48   0.139    -.1496282    .0209021
        female_ |  -.0171145   .0249181    -0.69   0.492    -.0659551    .0317261
           age_ |  -.0004988   .0015491    -0.32   0.747    -.0035352    .0025376
         right_ |  -.0167921   .0261585    -0.64   0.521    -.0680638    .0344796
      CSP_agri_ |   .0260548   .0450589     0.58   0.563    -.0622626    .1143721
       CSP_ind_ |   .0229767   .0605026     0.38   0.704     -.095611    .1415644
       CSP_sal_ |   .0090761   .0357487     0.25   0.800    -.0609929    .0791452
       CSP_lib_ |   .0194038   .0419928     0.46   0.644    -.0629038    .1017114
       CSP_ens_ |   .0040159   .0627659     0.06   0.949    -.1190079    .1270398
      CSP_func_ |   .0380584   .0439451     0.87   0.386     -.048076    .1241927
       CSP_div_ |   .0150099   .0444651     0.34   0.736    -.0721435    .1021633
      CSP_retr_ |          0  (omitted)
          _cons |    3.42999   .5456644     6.29   0.000     2.360465    4.499516
---------------------------------------------------------------------------------

.  
. qui outreg2 using "Table 3", ///
> keep(CAO_period_3) ctitle(controls, time FE, municipal FE) bdec(3) nocons excel tex `append'
 : 
.    
.       
. reg log_fn  CAO_period_3 CAO_period_3_size i.period   ///
> log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_ ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cluster( codeinsee) absorb(codeinsee)
note: share_csp8_ omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression, absorbing indicators         Number of obs     =     58,066
                                                F(25, 30051)      =          .
                                                Prob > F          =          .
                                                R-squared         =     0.9360
                                                Adj R-squared     =     0.8673
                                                Root MSE          =     .13039

                              (Std. Err. adjusted for 30,052 clusters in codeinsee)
-----------------------------------------------------------------------------------
                  |               Robust
           log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
------------------+----------------------------------------------------------------
     CAO_period_3 |  -.0569956   .0123822    -4.60   0.000    -.0812652    -.032726
CAO_period_3_size |   .0051495    .002666     1.93   0.053    -.0000759    .0103749
         3.period |   .2117244   .0041858    50.58   0.000       .20352    .2199288
     log_tot_pop_ |   .0458963   .0463039     0.99   0.322    -.0448614     .136654
      share_0014_ |   .3217447   .1425988     2.26   0.024     .0422449    .6012444
       share_60p_ |  -.2583144   .1017141    -2.54   0.011    -.4576784   -.0589505
      share_csp1_ |  -.0632353   .1080176    -0.59   0.558    -.2749544    .1484839
      share_csp2_ |  -.0231607   .1036051    -0.22   0.823    -.2262312    .1799098
      share_csp3_ |  -.1919149   .0971485    -1.98   0.048    -.3823302   -.0014996
      share_csp4_ |  -.0297987   .0729251    -0.41   0.683    -.1727351    .1131376
      share_csp5_ |  -.0243923   .0699529    -0.35   0.727     -.161503    .1127183
      share_csp6_ |  -.0527443   .0735594    -0.72   0.473    -.1969239    .0914354
      share_csp7_ |  -.0475129   .0656521    -0.72   0.469    -.1761939    .0811681
      share_csp8_ |          0  (omitted)
  share_chom1564_ |   .2701206   .1119692     2.41   0.016     .0506561    .4895851
        migshare_ |    -.20543   .2611549    -0.79   0.432    -.7173047    .3064448
  log_median_inc_ |  -.0642173   .0434957    -1.48   0.140    -.1494708    .0210361
          female_ |  -.0176235   .0248537    -0.71   0.478    -.0663379    .0310909
             age_ |  -.0004977   .0015481    -0.32   0.748    -.0035321    .0025367
           right_ |  -.0167783   .0261443    -0.64   0.521    -.0680222    .0344656
        CSP_agri_ |   .0262412   .0450554     0.58   0.560    -.0620694    .1145517
         CSP_ind_ |   .0233057   .0605091     0.39   0.700    -.0952948    .1419063
         CSP_sal_ |   .0092451   .0357281     0.26   0.796    -.0607835    .0792736
         CSP_lib_ |   .0196627   .0419244     0.47   0.639    -.0625109    .1018362
         CSP_ens_ |   .0042568   .0627295     0.07   0.946    -.1186957    .1272094
        CSP_func_ |   .0391602   .0437664     0.89   0.371    -.0466239    .1249443
         CSP_div_ |   .0152965   .0444253     0.34   0.731    -.0717789    .1023719
        CSP_retr_ |          0  (omitted)
            _cons |   3.426011   .5454165     6.28   0.000     2.356971    4.495051
-----------------------------------------------------------------------------------

.  
. qui outreg2 using "Table 3", ///
> keep(CAO_period_3 CAO_period_3_size) ctitle(controls, time FE, municipal FE) bdec(3) nocons excel tex `append'
 : 
. 
.  
. ***columns 3-4*** 
.  
. keep if period==3
(29,091 observations deleted)

. 
. foreach var of varlist  CAO num_group_vv evol2_fn_2012_2017 /// 
> coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_migrants evol_CADA_2012_2016 s
> hare_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ ///
>    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
(0 observations deleted)
(0 observations deleted)
(2 observations deleted)
(0 observations deleted)
(0 observations deleted)
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. ***
. 
. g num_group_vv_size=tot_places_CAO_per1000_st*num_group_vv

. g CAO_size=tot_places_CAO_per1000_st*CAO

. 
. ivreg2  evol2_fn_2012_2017 ( CAO= num_group_vv)      coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_d
> ist_center volontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_
> div_ CSP_retr_   i.reg, cluster( numdep) first
Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26888
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0046011   .0007181     6.41   0.000     .0031935    .0060086
             coastal |   .0208778   .0086708     2.41   0.016     .0038826    .0378729
     log_hotel_rooms |   .0045927    .000981     4.68   0.000     .0026698    .0065156
        log_tot_pop_ |   .0024107   .0011633     2.07   0.038     .0001305    .0046908
   delta_log_tot_pop |  -.0153752   .0068594    -2.24   0.025      -.02882   -.0019303
 log_min_dist_center |  -.0065344    .002394    -2.73   0.006    -.0112267   -.0018421
volontaires_migrants |   .0809558   .0245556     3.30   0.001     .0328256     .129086
 evol_CADA_2012_2016 |   .0018483    .000552     3.35   0.001     .0007664    .0029302
         share_0014_ |  -.0240424   .0264716    -0.91   0.364    -.0759281    .0278433
          share_60p_ |   -.015798   .0179238    -0.88   0.378    -.0509295    .0193335
    delta_share_0014 |   .0259118   .0169177     1.53   0.126    -.0072477    .0590713
     delta_share_60p |   .0009612   .0186736     0.05   0.959      -.03564    .0375624
         share_csp1_ |   .0085899   .0202451     0.42   0.671    -.0310914    .0482713
         share_csp2_ |  -.0523993   .0282438    -1.86   0.064    -.1077587    .0029601
         share_csp3_ |   -.020994   .0274623    -0.76   0.445    -.0748216    .0328336
         share_csp4_ |   .0126618   .0213899     0.59   0.554    -.0292636    .0545872
         share_csp5_ |   -.008885   .0216399    -0.41   0.681    -.0513003    .0335303
         share_csp6_ |   .0090731   .0198313     0.46   0.647    -.0297973    .0479436
         share_csp7_ |   .0012021   .0159143     0.08   0.940    -.0299907    .0323949
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0229784   .0119184    -1.93   0.054    -.0463392    .0003823
    delta_share_csp2 |   .0155386   .0175948     0.88   0.377     -.018948    .0500253
    delta_share_csp3 |  -.0032451   .0169329    -0.19   0.848    -.0364345    .0299443
    delta_share_csp4 |  -.0273053   .0136821    -2.00   0.046     -.054123   -.0004877
    delta_share_csp5 |    -.00772   .0112152    -0.69   0.491    -.0297025    .0142625
    delta_share_csp6 |  -.0132011   .0125348    -1.05   0.292      -.03777    .0113679
    delta_share_csp7 |  -.0116526   .0100445    -1.16   0.246    -.0313404    .0080352
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0443676    .029786     1.49   0.136    -.0140145    .1027497
delta_share_chom1564 |  -.0268875   .0243469    -1.10   0.269    -.0746088    .0208337
           migshare_ |   .0170946   .0283356     0.60   0.546    -.0384445    .0726338
      delta_migshare |     .01185   .0393755     0.30   0.763    -.0653279     .089028
     log_median_inc_ |  -.0115208   .0072118    -1.60   0.110    -.0256564    .0026147
delta_log_median_inc |  -.0078966   .0063384    -1.25   0.213    -.0203202     .004527
             female_ |  -.0001548   .0016196    -0.10   0.924    -.0033292    .0030196
                age_ |  -.0001664   .0001168    -1.42   0.154    -.0003953    .0000625
              right_ |  -.0009644   .0012366    -0.78   0.435    -.0033883    .0014595
           CSP_agri_ |  -.0002902   .0018495    -0.16   0.875    -.0039153    .0033348
            CSP_ind_ |   -.002377   .0028996    -0.82   0.412    -.0080604    .0033064
            CSP_sal_ |  -.0029104   .0021831    -1.33   0.182    -.0071894    .0013686
            CSP_lib_ |   .0005321   .0051859     0.10   0.918    -.0096325    .0106966
            CSP_ens_ |   .0025631    .004019     0.64   0.524    -.0053143    .0104405
           CSP_func_ |  -.0038623    .003055    -1.26   0.206    -.0098502    .0021256
            CSP_div_ |   .0040529   .0045307     0.89   0.371    -.0048275    .0129333
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0006294   .0025621    -0.25   0.806    -.0056512    .0043924
                 28  |  -.0052807    .002772    -1.91   0.057    -.0107139    .0001525
                 32  |  -.0103666   .0036195    -2.86   0.004     -.017461   -.0032722
                 44  |  -.0051693   .0027334    -1.89   0.059     -.010527    .0001884
                 52  |   -.002396   .0051514    -0.47   0.642     -.012493     .007701
                 53  |  -.0027496   .0035097    -0.78   0.433    -.0096289    .0041296
                 75  |   .0036844   .0026927     1.37   0.171    -.0015934    .0089621
                 76  |  -.0017319   .0034797    -0.50   0.619    -.0085523    .0050884
                 84  |  -.0071549   .0029844    -2.40   0.017    -.0130046   -.0013053
                 93  |  -.0074107     .00768    -0.96   0.335    -.0224638    .0076424
                     |
               _cons |   .1414426   .0749919     1.89   0.059    -.0055455    .2884307
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      41.05    0.0000 |       41.61   0.0000 |       41.05

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=30.99    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    1377.11
Kleibergen-Paap Wald rk F statistic                                41.05

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=       14.26     P-val=0.0003
Anderson-Rubin Wald test           Chi-sq(1)=     14.46     P-val=0.0001
Stock-Wright LM S statistic        Chi-sq(1)=     23.60     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      26888
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    26888
                                                      F( 52,    85) =    30.61
                                                      Prob > F      =   0.0000
Total (centered) SS     =  861.9605435                Centered R2   =   0.0754
Total (uncentered) SS   =  1998.702832                Uncentered R2 =   0.6012
Residual SS             =   796.990371                Root MSE      =    .1722

--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2012_2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   -.120154   .0393656    -3.05   0.002    -.1973092   -.0429988
             coastal |  -.0296786   .0114864    -2.58   0.010    -.0521915   -.0071657
     log_hotel_rooms |  -.0037286   .0012328    -3.02   0.002    -.0061449   -.0013123
        log_tot_pop_ |  -.0016245   .0019533    -0.83   0.406    -.0054528    .0022039
   delta_log_tot_pop |   .0169793   .0176898     0.96   0.337    -.0176922    .0516507
 log_min_dist_center |   .0059512   .0032056     1.86   0.063    -.0003317    .0122341
volontaires_migrants |     .00699   .0108511     0.64   0.519    -.0142778    .0282578
 evol_CADA_2012_2016 |   .0003917   .0001669     2.35   0.019     .0000646    .0007188
         share_0014_ |   .1595331   .0957237     1.67   0.096    -.0280819     .347148
          share_60p_ |   .0643528   .0555393     1.16   0.247    -.0445022    .1732078
    delta_share_0014 |    .098671   .0513994     1.92   0.055    -.0020699     .199412
     delta_share_60p |   -.191783   .0552952    -3.47   0.001    -.3001597   -.0834064
         share_csp1_ |  -.3161139   .0902889    -3.50   0.000     -.493077   -.1391509
         share_csp2_ |  -.3894522   .0919805    -4.23   0.000    -.5697308   -.2091737
         share_csp3_ |  -.4726208   .0751799    -6.29   0.000    -.6199707   -.3252709
         share_csp4_ |  -.1540585   .0631332    -2.44   0.015    -.2777974   -.0303197
         share_csp5_ |   .0456973   .0586713     0.78   0.436    -.0692964     .160691
         share_csp6_ |   .0990538   .0555549     1.78   0.075    -.0098319    .2079395
         share_csp7_ |  -.0555834   .0537838    -1.03   0.301    -.1609978     .049831
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .2070936   .0669988     3.09   0.002     .0757783    .3384088
    delta_share_csp2 |   .2081877   .0705984     2.95   0.003     .0698174     .346558
    delta_share_csp3 |   .2411728   .0565936     4.26   0.000     .1302514    .3520943
    delta_share_csp4 |   .0917254   .0464062     1.98   0.048      .000771    .1826798
    delta_share_csp5 |   .0020736   .0396136     0.05   0.958    -.0755676    .0797149
    delta_share_csp6 |  -.0180468   .0420104    -0.43   0.668    -.1003857     .064292
    delta_share_csp7 |   .0406304   .0401501     1.01   0.312    -.0380623    .1193231
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .1858338   .1104751     1.68   0.093    -.0306933    .4023609
delta_share_chom1564 |  -.0132088   .0753154    -0.18   0.861    -.1608242    .1344066
           migshare_ |  -.2240214   .0730367    -3.07   0.002    -.3671708   -.0808721
      delta_migshare |   .1118599   .1075603     1.04   0.298    -.0989543    .3226742
     log_median_inc_ |  -.0313436   .0271408    -1.15   0.248    -.0845385    .0218514
delta_log_median_inc |  -.0071316   .0297049    -0.24   0.810    -.0653521    .0510889
             female_ |  -.0005595   .0037685    -0.15   0.882    -.0079456    .0068267
                age_ |   -.000244   .0001321    -1.85   0.065    -.0005028    .0000149
              right_ |  -.0135163   .0029185    -4.63   0.000    -.0192364   -.0077961
           CSP_agri_ |   .0042819   .0042072     1.02   0.309    -.0039641    .0125279
            CSP_ind_ |   .0063335   .0044373     1.43   0.153    -.0023634    .0150304
            CSP_sal_ |  -.0042263   .0039237    -1.08   0.281    -.0119165     .003464
            CSP_lib_ |   .0023209   .0051195     0.45   0.650    -.0077133     .012355
            CSP_ens_ |  -.0021907   .0045788    -0.48   0.632    -.0111649    .0067835
           CSP_func_ |  -.0031858   .0044996    -0.71   0.479    -.0120049    .0056333
            CSP_div_ |   .0056511   .0059872     0.94   0.345    -.0060836    .0173859
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0026437   .0113814     0.23   0.816    -.0196634    .0249509
                 28  |   .0396609   .0237778     1.67   0.095    -.0069428    .0862645
                 32  |   .0598365   .0123096     4.86   0.000     .0357101    .0839628
                 44  |   .0052637   .0144732     0.36   0.716    -.0231033    .0336307
                 52  |  -.0491602   .0299257    -1.64   0.100    -.1078135    .0094931
                 53  |  -.0167522   .0120775    -1.39   0.165    -.0404237    .0069193
                 75  |   .0092294   .0155632     0.59   0.553     -.021274    .0397327
                 76  |  -.0100028   .0124202    -0.81   0.421     -.034346    .0143403
                 84  |  -.0303223   .0115331    -2.63   0.009    -.0529267   -.0077178
                 93  |   .0104754   .0156061     0.67   0.502     -.020112    .0410627
                     |
               _cons |   .5485936   .2767646     1.98   0.047      .006145    1.091042
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             30.994
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             1377.106
                         (Kleibergen-Paap rk Wald F statistic):         41.050
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------

. 
. qui outreg2 using "Table 3", ///
> keep( CAO) ctitle(IV, `var', all controls, regions FE) bdec(3) nocons excel tex addstat(F-statistic, e(widstat))  `append'
 : 
.   
. ivreg2  evol2_fn_2012_2017 ( CAO CAO_size= num_group_vv num_group_vv_size)      coastal  log_hotel_rooms    log_tot_pop_ d
> elta_log_tot_pop  log_min_dist_center volontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 
> ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_
> div_ CSP_retr_    i.reg, cluster( numdep) first
Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26888
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0045503   .0005435     8.37   0.000      .003485    .0056157
   num_group_vv_size |   .0270072   .0060001     4.50   0.000     .0152467    .0387678
             coastal |   .0217696   .0078383     2.78   0.005     .0064061    .0371331
     log_hotel_rooms |   .0035091   .0008633     4.06   0.000     .0018169    .0052013
        log_tot_pop_ |   .0029945    .001023     2.93   0.003     .0009893    .0049997
   delta_log_tot_pop |  -.0151351   .0055198    -2.74   0.006    -.0259541   -.0043161
 log_min_dist_center |  -.0037739   .0021918    -1.72   0.085      -.00807    .0005221
volontaires_migrants |   .0623464   .0207297     3.01   0.003     .0217151    .1029777
 evol_CADA_2012_2016 |   .0012478   .0004782     2.61   0.009     .0003104    .0021852
         share_0014_ |  -.0319966   .0256655    -1.25   0.213    -.0823023     .018309
          share_60p_ |  -.0255105   .0166924    -1.53   0.126    -.0582284    .0072074
    delta_share_0014 |   .0378821   .0153274     2.47   0.013     .0078397    .0679245
     delta_share_60p |  -.0017247   .0159778    -0.11   0.914     -.033042    .0295925
         share_csp1_ |   .0195321   .0165751     1.18   0.239     -.012956    .0520202
         share_csp2_ |  -.0527811   .0248486    -2.12   0.034    -.1014855   -.0040766
         share_csp3_ |  -.0023125   .0222287    -0.10   0.917    -.0458819    .0412569
         share_csp4_ |   .0143447   .0164761     0.87   0.384    -.0179493    .0466387
         share_csp5_ |  -.0119336    .017531    -0.68   0.496    -.0462952    .0224281
         share_csp6_ |   .0104682    .015606     0.67   0.502    -.0201203    .0410568
         share_csp7_ |   .0024495   .0127208     0.19   0.847     -.022484    .0273829
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0294549   .0109055    -2.70   0.007    -.0508303   -.0080796
    delta_share_csp2 |   .0114634   .0160934     0.71   0.476    -.0200804    .0430072
    delta_share_csp3 |   -.012155   .0147898    -0.82   0.411    -.0411438    .0168337
    delta_share_csp4 |  -.0286543   .0119255    -2.40   0.016    -.0520288   -.0052798
    delta_share_csp5 |  -.0025559   .0101429    -0.25   0.801    -.0224364    .0173247
    delta_share_csp6 |  -.0123936   .0109816    -1.13   0.259    -.0339181     .009131
    delta_share_csp7 |   -.011723   .0093827    -1.25   0.212    -.0301137    .0066676
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0333412   .0236578     1.41   0.159    -.0130293    .0797117
delta_share_chom1564 |  -.0188661   .0209421    -0.90   0.368    -.0599136    .0221815
           migshare_ |   .0317743   .0256779     1.24   0.216    -.0185557    .0821043
      delta_migshare |   .0240374   .0346422     0.69   0.488     -.043863    .0919379
     log_median_inc_ |  -.0079879   .0060224    -1.33   0.185    -.0197922    .0038163
delta_log_median_inc |  -.0097279   .0058528    -1.66   0.097    -.0211998     .001744
             female_ |  -.0005833   .0015236    -0.38   0.702    -.0035697     .002403
                age_ |  -.0001868   .0001078    -1.73   0.083    -.0003981    .0000245
              right_ |  -.0010375   .0011629    -0.89   0.372    -.0033168    .0012419
           CSP_agri_ |  -.0004553   .0015824    -0.29   0.774    -.0035569    .0026463
            CSP_ind_ |  -.0049917   .0029754    -1.68   0.093    -.0108238    .0008403
            CSP_sal_ |  -.0029783   .0019361    -1.54   0.124    -.0067733    .0008166
            CSP_lib_ |   .0000522   .0044037     0.01   0.991    -.0085793    .0086837
            CSP_ens_ |   .0027316   .0035363     0.77   0.440    -.0041998     .009663
           CSP_func_ |  -.0027508   .0026386    -1.04   0.297    -.0079225    .0024209
            CSP_div_ |   .0009599   .0037591     0.26   0.798    -.0064082     .008328
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0007065   .0023599    -0.30   0.765    -.0053321     .003919
                 28  |   -.005106   .0026119    -1.95   0.051    -.0102255    .0000134
                 32  |  -.0085902   .0032103    -2.68   0.007    -.0148825   -.0022978
                 44  |  -.0059187   .0025907    -2.28   0.022    -.0109967   -.0008407
                 52  |  -.0048359   .0040215    -1.20   0.229    -.0127183    .0030465
                 53  |  -.0051316   .0033483    -1.53   0.125    -.0116944    .0014312
                 75  |    .001265   .0024696     0.51   0.608    -.0035756    .0061056
                 76  |  -.0023561   .0031835    -0.74   0.459    -.0085959    .0038837
                 84  |  -.0063514   .0030004    -2.12   0.034    -.0122323   -.0004705
                 93  |  -.0056505   .0064965    -0.87   0.384     -.018384     .007083
                     |
               _cons |   .0996433   .0627249     1.59   0.112    -.0233007    .2225873
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  2,    85) =    52.86
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    47.98
  Prob > F      =   0.0000


First-stage regression of CAO_size:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26888
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
            CAO_size |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |  -.0026228   .0021832    -1.20   0.230    -.0069019    .0016564
   num_group_vv_size |   .2302146   .0365499     6.30   0.000     .1585749    .3018544
             coastal |    .063179   .0225361     2.80   0.005      .019007    .1073511
     log_hotel_rooms |   .0001372   .0052615     0.03   0.979    -.0101756      .01045
        log_tot_pop_ |  -.0006644   .0087282    -0.08   0.939    -.0177722    .0164433
   delta_log_tot_pop |  -.0628895   .0787841    -0.80   0.425    -.2173104    .0915314
 log_min_dist_center |  -.0074222   .0125731    -0.59   0.555    -.0320662    .0172217
volontaires_migrants |  -.0733852   .1007356    -0.73   0.466    -.2708323    .1240618
 evol_CADA_2012_2016 |  -.0011801   .0018293    -0.65   0.519    -.0047656    .0024053
         share_0014_ |  -.2524323   .3355788    -0.75   0.452    -.9101843    .4053197
          share_60p_ |   .0052344   .1838901     0.03   0.977    -.3551998    .3656686
    delta_share_0014 |  -.0196315   .1807939    -0.11   0.914    -.3739971     .334734
     delta_share_60p |  -.3632656   .1936934    -1.88   0.061    -.7429147    .0163835
         share_csp1_ |   .0696024   .3123325     0.22   0.824    -.5425856    .6817905
         share_csp2_ |  -.1781027   .3332446    -0.53   0.593    -.8312796    .4750742
         share_csp3_ |   .5524429   .5114335     1.08   0.280    -.4499936    1.554879
         share_csp4_ |   .1404064   .1929333     0.73   0.467     -.237753    .5185657
         share_csp5_ |    .088098   .2098034     0.42   0.675    -.3231275    .4993236
         share_csp6_ |   .2795254   .1995417     1.40   0.161    -.1115868    .6706377
         share_csp7_ |   .2096023   .1978074     1.06   0.289    -.1781105    .5973151
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.2872435   .3077687    -0.93   0.351    -.8904862    .3159992
    delta_share_csp2 |    .013008   .2757136     0.05   0.962    -.5274051     .553421
    delta_share_csp3 |  -.0573123   .2447303    -0.23   0.815    -.5369965    .4223719
    delta_share_csp4 |  -.2711163   .1788211    -1.52   0.129    -.6216151    .0793824
    delta_share_csp5 |   -.065154   .1576707    -0.41   0.679    -.3741969    .2438889
    delta_share_csp6 |  -.1263812   .1731319    -0.73   0.465    -.4657288    .2129664
    delta_share_csp7 |  -.0229935   .1774685    -0.13   0.897     -.370841    .3248541
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |  -.5191109   .3221091    -1.61   0.107    -1.150462    .1122398
delta_share_chom1564 |  -.1268968    .238282    -0.53   0.594    -.5939421    .3401485
           migshare_ |   .0305622   .1478262     0.21   0.836    -.2591849    .3203093
      delta_migshare |   .0648996   .4342937     0.15   0.881    -.7863388     .916138
     log_median_inc_ |  -.1043564   .0804042    -1.30   0.194    -.2619528      .05324
delta_log_median_inc |  -.0592406   .0962824    -0.62   0.538    -.2479592    .1294779
             female_ |  -.0057977    .016003    -0.36   0.717    -.0371645     .025569
                age_ |  -.0006973   .0007721    -0.90   0.366    -.0022107    .0008161
              right_ |    .008924   .0101498     0.88   0.379    -.0109702    .0288181
           CSP_agri_ |   .0043655   .0200705     0.22   0.828    -.0349737    .0437048
            CSP_ind_ |  -.0279569   .0147286    -1.90   0.058    -.0568258     .000912
            CSP_sal_ |   .0064205   .0225585     0.28   0.776    -.0377954    .0506364
            CSP_lib_ |  -.0158478   .0183193    -0.87   0.387    -.0517546    .0200591
            CSP_ens_ |   .0351233    .040944     0.86   0.391    -.0451291    .1153757
           CSP_func_ |   .0456706   .0321803     1.42   0.156    -.0174045    .1087457
            CSP_div_ |   .0124519    .021788     0.57   0.568    -.0302538    .0551576
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0380152   .0313761     1.21   0.226    -.0234836    .0995139
                 28  |  -.0277697   .0278995    -1.00   0.320    -.0824542    .0269147
                 32  |  -.0201793   .0300926    -0.67   0.502    -.0791624    .0388039
                 44  |  -.0291263   .0294661    -0.99   0.323    -.0868814    .0286287
                 52  |  -.0383631   .0318166    -1.21   0.228    -.1007253     .023999
                 53  |   .0115602   .0422649     0.27   0.784    -.0712812    .0944017
                 75  |   -.020935    .031193    -0.67   0.502     -.082075    .0402049
                 76  |    .003894   .0326305     0.12   0.905    -.0600636    .0678515
                 84  |   .0155593   .0304608     0.51   0.609    -.0441454    .0752641
                 93  |   .0548311   .0425805     1.29   0.198    -.0286289    .1382911
                     |
               _cons |   1.081405   .7277229     1.49   0.137    -.3449699     2.50778
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  2,    85) =    19.99
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    43.46
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  2,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      52.86    0.0000 |       48.64   0.0000 |       47.98
CAO_size     |      19.99    0.0000 |       44.06   0.0000 |       43.46

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             19.93
                                   15% maximal IV size             11.59
                                   20% maximal IV size              8.75
                                   25% maximal IV size              7.25
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=22.44    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     517.23
Kleibergen-Paap Wald rk F statistic                                13.14

Stock-Yogo weak ID test critical values for K1=2 and L1=2:
                                   10% maximal IV size              7.03
                                   15% maximal IV size              4.58
                                   20% maximal IV size              3.95
                                   25% maximal IV size              3.63
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(2,85)=        7.60     P-val=0.0009
Anderson-Rubin Wald test           Chi-sq(2)=     15.42     P-val=0.0004
Stock-Wright LM S statistic        Chi-sq(2)=     25.23     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      26888
Number of regressors                 K  =         54
Number of endogenous regressors      K1 =          2
Number of instruments                L  =         54
Number of excluded instruments       L1 =          2

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    26888
                                                      F( 53,    85) =    30.87
                                                      Prob > F      =   0.0000
Total (centered) SS     =  861.9605435                Centered R2   =   0.0767
Total (uncentered) SS   =  1998.702832                Uncentered R2 =   0.6018
Residual SS             =  795.8416677                Root MSE      =     .172

--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2012_2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |  -.1130059   .0367891    -3.07   0.002    -.1851111   -.0409006
            CAO_size |   .0150148    .005362     2.80   0.005     .0045054    .0255241
             coastal |  -.0306623   .0115466    -2.66   0.008    -.0532933   -.0080313
     log_hotel_rooms |  -.0039022   .0012331    -3.16   0.002     -.006319   -.0014854
        log_tot_pop_ |   -.001557   .0019633    -0.79   0.428     -.005405     .002291
   delta_log_tot_pop |   .0180642   .0176639     1.02   0.306    -.0165565    .0526849
 log_min_dist_center |   .0064626   .0031942     2.02   0.043     .0002022     .012723
volontaires_migrants |   .0051314   .0105882     0.48   0.628    -.0156211     .025884
 evol_CADA_2012_2016 |   .0003193   .0001484     2.15   0.031     .0000284    .0006102
         share_0014_ |   .1624771   .0944976     1.72   0.086    -.0227349    .3476891
          share_60p_ |   .0631441   .0555502     1.14   0.256    -.0457324    .1720205
    delta_share_0014 |   .1003127   .0514323     1.95   0.051    -.0004929    .2011182
     delta_share_60p |  -.1866793   .0551137    -3.39   0.001    -.2947002   -.0786584
         share_csp1_ |  -.3158199   .0909085    -3.47   0.001    -.4939972   -.1376426
         share_csp2_ |  -.3864524   .0923607    -4.18   0.000    -.5674761   -.2054286
         share_csp3_ |  -.4783745   .0751656    -6.36   0.000    -.6256963   -.3310527
         share_csp4_ |  -.1560418    .063413    -2.46   0.014     -.280329   -.0317546
         share_csp5_ |   .0440478   .0587458     0.75   0.453    -.0710919    .1591875
         share_csp6_ |   .0949705   .0560394     1.69   0.090    -.0148646    .2048056
         share_csp7_ |  -.0585795   .0534889    -1.10   0.273    -.1634159    .0462569
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .2107418   .0677784     3.11   0.002     .0778987     .343585
    delta_share_csp2 |   .2073598   .0705484     2.94   0.003     .0690874    .3456321
    delta_share_csp3 |   .2409162   .0573976     4.20   0.000     .1284189    .3534135
    delta_share_csp4 |   .0958187   .0463908     2.07   0.039     .0048944    .1867429
    delta_share_csp5 |    .003768   .0396227     0.10   0.924    -.0738911    .0814271
    delta_share_csp6 |  -.0159515   .0421742    -0.38   0.705    -.0986114    .0667084
    delta_share_csp7 |   .0410499   .0400754     1.02   0.306    -.0374965    .1195963
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .1918997   .1100233     1.74   0.081     -.023742    .4075414
delta_share_chom1564 |  -.0100846   .0748785    -0.13   0.893    -.1568437    .1366745
           migshare_ |  -.2227237    .072791    -3.06   0.002    -.3653915   -.0800559
      delta_migshare |   .1123606    .106663     1.05   0.292     -.096695    .3214162
     log_median_inc_ |  -.0292422    .026768    -1.09   0.275    -.0817064    .0232221
delta_log_median_inc |  -.0064201   .0297368    -0.22   0.829    -.0647031     .051863
             female_ |  -.0005261   .0037872    -0.14   0.890     -.007949    .0068967
                age_ |  -.0002349   .0001303    -1.80   0.071    -.0004903    .0000204
              right_ |  -.0136527   .0029154    -4.68   0.000    -.0193667   -.0079387
           CSP_agri_ |   .0041973    .004203     1.00   0.318    -.0040405    .0124351
            CSP_ind_ |   .0064356   .0044423     1.45   0.147    -.0022711    .0151424
            CSP_sal_ |  -.0043105   .0039543    -1.09   0.276    -.0120609    .0034398
            CSP_lib_ |   .0024936   .0051353     0.49   0.627    -.0075715    .0125587
            CSP_ens_ |  -.0027148   .0044947    -0.60   0.546    -.0115244    .0060947
           CSP_func_ |  -.0037017   .0046375    -0.80   0.425     -.012791    .0053877
            CSP_div_ |   .0050394   .0059535     0.85   0.397    -.0066293     .016708
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0020676   .0116245     0.18   0.859    -.0207161    .0248512
                 28  |   .0401379   .0238286     1.68   0.092    -.0065653    .0868411
                 32  |   .0604409   .0124991     4.84   0.000     .0359431    .0849387
                 44  |    .005642   .0146107     0.39   0.699    -.0229944    .0342784
                 52  |  -.0488793   .0299627    -1.63   0.103    -.1076051    .0098465
                 53  |   -.017211   .0125709    -1.37   0.171    -.0418495    .0074275
                 75  |   .0092077   .0156563     0.59   0.556    -.0214781    .0398935
                 76  |  -.0101288   .0125048    -0.81   0.418    -.0346378    .0143802
                 84  |  -.0304019   .0117316    -2.59   0.010    -.0533954   -.0074084
                 93  |   .0099304   .0159518     0.62   0.534    -.0213346    .0411953
                     |
               _cons |   .5259957   .2720703     1.93   0.053    -.0072522    1.059244
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             22.436
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              517.235
                         (Kleibergen-Paap rk Wald F statistic):         13.135
Stock-Yogo weak ID test critical values: 10% maximal IV size              7.03
                                         15% maximal IV size              4.58
                                         20% maximal IV size              3.95
                                         25% maximal IV size              3.63
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO CAO_size
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv num_group_vv_size
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------

. 
. qui outreg2 using "Table 3", ///
> keep( CAO CAO_size) ctitle(IV, `var', all controls, regions FE) bdec(3) nocons excel tex addstat(F-statistic, e(widstat)) 
>  `append'
 : 
.   
. restore   

.    
.    
. ***Bottom panel of Table 3 (descriptive statistics)***    
.  
. preserve

. foreach var of varlist log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_  ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_  {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(11 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(13,057 observations deleted)
(1,260 observations deleted)
(1,208 observations deleted)
(0 observations deleted)
(161 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)

. ***
. 
. keep if period>=2
(27,110 observations deleted)

. 
. g missing_size=(tot_places_CAO_per1000==0&CAO==1)

. tab missing_size, m

missing_siz |
          e |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |     58,028       99.93       99.93
          1 |         40        0.07      100.00
------------+-----------------------------------
      Total |     58,068      100.00

. 
. sum tot_places_CAO_per1000 if CAO==1, de

                   tot_places_CAO_per1000
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%     .1518715              0       Obs                 648
25%     .6110877              0       Sum of Wgt.         648

50%     3.283561                      Mean            15.9663
                        Largest       Std. Dev.      33.99696
75%      13.8225       218.0451
90%     46.77419       218.0451       Variance       1155.793
95%     68.64989       253.8071       Skewness       3.855264
99%     186.9919       253.8071       Kurtosis       20.20884

. replace tot_places_CAO_per1000=0.0350716 if missing_size==1
(40 real changes made)

. sum tot_places_CAO_per1000  if CAO==1, de

                   tot_places_CAO_per1000
-------------------------------------------------------------
      Percentiles      Smallest
 1%     .0350716       .0350716
 5%     .0350716       .0350716
10%     .1518715       .0350716       Obs                 648
25%     .6110877       .0350716       Sum of Wgt.         648

50%     3.283561                      Mean           15.96847
                        Largest       Std. Dev.      33.99594
75%      13.8225       218.0451
90%     46.77419       218.0451       Variance       1155.724
95%     68.64989       253.8071       Skewness       3.855461
99%     186.9919       253.8071       Kurtosis       20.21025

. 
. g  tot_places_CAO_per1000_CAO= tot_places_CAO_per1000

. replace tot_places_CAO_per1000_CAO=. if CAO==0
(57,420 real changes made, 57,420 to missing)

. 
. lab var tot_places_CAO_per1000 "Size every 1000 inhabitants"

. lab var tot_places_CAO_per1000_CAO "Size every 1000 inhabitants if CAO==1"

. 
. sum tot_places_CAO_per1000 tot_places_CAO_per1000_CAO

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
tot_pla~1000 |     58,068    .1781974     3.96122          0   253.8071
tot_places~O |        648    15.96847    33.99594   .0350716   253.8071

. sumstats (tot_places_CAO_per1000 tot_places_CAO_per1000_CAO) using "Table 3_descriptive statistics", replace stats( mean s
> d min max)
file Table 3_descriptive statistics.xlsx saved
Summary statistics output to Table 3_descriptive statistics

.   
. restore 

.  
.  
.  **************
.  ***Table A1***
.  **************
.  
. preserve

. foreach var of varlist log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_  ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_  {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(11 observations deleted)
(0 observations deleted)
(0 observations deleted)
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(0 observations deleted)
(13,057 observations deleted)
(1,260 observations deleted)
(1,208 observations deleted)
(0 observations deleted)
(161 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)

. ***
. 
. keep if period<=2
(28,977 observations deleted)

.  
. reg log_fn  CAO_period_2 i.period   ///
> log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_ ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cluster( codeinsee) absorb(codeinsee)
note: share_csp8_ omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression, absorbing indicators         Number of obs     =     56,195
                                                F(24, 29379)      =          .
                                                Prob > F          =          .
                                                R-squared         =     0.9347
                                                Adj R-squared     =     0.8631
                                                Root MSE          =     .17604

                            (Std. Err. adjusted for 29,380 clusters in codeinsee)
---------------------------------------------------------------------------------
                |               Robust
         log_fn |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
----------------+----------------------------------------------------------------
   CAO_period_2 |   .0001324   .0130951     0.01   0.992    -.0255347    .0257995
       2.period |   .5551373   .0077433    71.69   0.000     .5399601    .5703144
   log_tot_pop_ |   .2255223    .035837     6.29   0.000     .1552801    .2957645
    share_0014_ |  -.0780344   .1246755    -0.63   0.531    -.3224039    .1663352
     share_60p_ |  -.1482675   .1113806    -1.33   0.183    -.3665786    .0700435
    share_csp1_ |  -.2203418   .1006643    -2.19   0.029    -.4176483   -.0230354
    share_csp2_ |   .0560454   .1004649     0.56   0.577    -.1408704    .2529611
    share_csp3_ |  -.0347567   .0934114    -0.37   0.710    -.2178472    .1483338
    share_csp4_ |   .0553938   .0682173     0.81   0.417    -.0783152    .1891028
    share_csp5_ |   .0132697   .0655818     0.20   0.840    -.1152737     .141813
    share_csp6_ |   .0850172   .0657699     1.29   0.196    -.0438946    .2139291
    share_csp7_ |    .032582   .0604251     0.54   0.590    -.0858539    .1510179
    share_csp8_ |          0  (omitted)
share_chom1564_ |   .1547692   .1055738     1.47   0.143    -.0521602    .3616986
      migshare_ |   .5431834   .2058782     2.64   0.008      .139653    .9467138
log_median_inc_ |   .0115244   .0444942     0.26   0.796    -.0756862    .0987349
        female_ |   .0044535   .0074336     0.60   0.549    -.0101167    .0190237
           age_ |  -.0000384   .0002875    -0.13   0.894    -.0006018    .0005251
         right_ |  -.0008878   .0046089    -0.19   0.847    -.0099215    .0081459
      CSP_agri_ |  -.0072801   .0095882    -0.76   0.448    -.0260734    .0115132
       CSP_ind_ |  -.0063476   .0115565    -0.55   0.583    -.0289988    .0163036
       CSP_sal_ |  -.0035324   .0083135    -0.42   0.671    -.0198272    .0127623
       CSP_lib_ |   -.008711   .0121071    -0.72   0.472    -.0324415    .0150195
       CSP_ens_ |  -.0113668   .0115227    -0.99   0.324    -.0339519    .0112183
      CSP_func_ |  -.0097134   .0103075    -0.94   0.346    -.0299165    .0104897
       CSP_div_ |  -.0129045   .0118672    -1.09   0.277    -.0361648    .0103558
      CSP_retr_ |          0  (omitted)
          _cons |   .8927356   .4801603     1.86   0.063       -.0484    1.833871
---------------------------------------------------------------------------------

.  
. qui outreg2 using "Table A1", ///
> keep(CAO_period_2) ctitle(controls, time FE, municipal FE) bdec(3) nocons excel tex `append'
 : 
. restore

. 
.  
. preserve

. keep if period==3
(67,250 observations deleted)

. 
. foreach var of varlist  CAO num_group_vv evol2_fn_2012_2017 /// 
> coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_migrants evol_CADA_2012_2016 s
> hare_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ ///
>    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ {
  2. 
. drop if `var'==.
  3. 
. }
(0 observations deleted)
(0 observations deleted)
(91 observations deleted)
(0 observations deleted)
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(3,247 observations deleted)
(2,157 observations deleted)
(1,192 observations deleted)
(0 observations deleted)
(0 observations deleted)
(47 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)

. ***
. 
. 
.  ***Reduced form***
. 
. reg  evol2_fn_2007_2012  num_group_vv       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_cente
> r volontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg, cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,884
                                                F(52, 85)         =      25.49
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0945
                                                Root MSE          =     .23814

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2007_2012 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0000116   .0001842     0.06   0.950    -.0003546    .0003778
             coastal |  -.0288591   .0093127    -3.10   0.003    -.0473753   -.0103429
     log_hotel_rooms |  -.0019038   .0012882    -1.48   0.143     -.004465    .0006575
        log_tot_pop_ |    .004922   .0036166     1.36   0.177    -.0022687    .0121127
   delta_log_tot_pop |   .0988477   .0309728     3.19   0.002     .0372656    .1604299
 log_min_dist_center |  -.0071814   .0045849    -1.57   0.121    -.0162974    .0019347
volontaires_migrants |   -.010358   .0083311    -1.24   0.217    -.0269223    .0062064
 evol_CADA_2012_2016 |  -.0004254   .0001535    -2.77   0.007    -.0007306   -.0001203
         share_0014_ |  -.1045535   .1099413    -0.95   0.344    -.3231462    .1140392
          share_60p_ |  -.1098561   .0761739    -1.44   0.153    -.2613102     .041598
    delta_share_0014 |  -.0412533   .1014774    -0.41   0.685    -.2430176    .1605109
     delta_share_60p |   -.013508   .0854107    -0.16   0.875    -.1833274    .1563114
         share_csp1_ |   .3186264   .0962577     3.31   0.001     .1272404    .5100125
         share_csp2_ |  -.1860048   .1138238    -1.63   0.106    -.4123169    .0403073
         share_csp3_ |   .2031274   .1064428     1.91   0.060    -.0085094    .4147641
         share_csp4_ |   .3447281   .0820723     4.20   0.000     .1815464    .5079099
         share_csp5_ |   .2857843   .0750823     3.81   0.000     .1365006     .435068
         share_csp6_ |  -.0292369    .080949    -0.36   0.719    -.1901853    .1317114
         share_csp7_ |   .1820114   .0664383     2.74   0.007     .0499144    .3141084
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.2335982   .0805838    -2.90   0.005    -.3938204    -.073376
    delta_share_csp2 |   .1662599    .080041     2.08   0.041      .007117    .3254028
    delta_share_csp3 |  -.1309951   .0835955    -1.57   0.121    -.2972054    .0352151
    delta_share_csp4 |  -.1335251    .061227    -2.18   0.032    -.2552607   -.0117895
    delta_share_csp5 |  -.0818417   .0568261    -1.44   0.153    -.1948273    .0311438
    delta_share_csp6 |   .0860954   .0560894     1.53   0.129    -.0254253     .197616
    delta_share_csp7 |   -.059198   .0500558    -1.18   0.240    -.1587224    .0403263
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |  -.8889192   .1369835    -6.49   0.000    -1.161279   -.6165593
delta_share_chom1564 |   .6636583    .101477     6.54   0.000     .4618947    .8654218
           migshare_ |  -.1281479   .1007819    -1.27   0.207    -.3285294    .0722337
      delta_migshare |   .1872034   .1636259     1.14   0.256    -.1381287    .5125354
     log_median_inc_ |  -.0794304   .0331955    -2.39   0.019     -.145432   -.0134289
delta_log_median_inc |   .0549872   .0400313     1.37   0.173    -.0246057    .1345801
             female_ |  -.0076799   .0047899    -1.60   0.113    -.0172036    .0018437
                age_ |   -.000069   .0002469    -0.28   0.781    -.0005598    .0004218
              right_ |   .0013445   .0039428     0.34   0.734    -.0064949    .0091838
           CSP_agri_ |   -.000633   .0063994    -0.10   0.921    -.0133567    .0120907
            CSP_ind_ |  -.0016404   .0080166    -0.20   0.838    -.0175795    .0142988
            CSP_sal_ |   .0011525    .005913     0.19   0.846    -.0106042    .0129092
            CSP_lib_ |   -.010616   .0069603    -1.53   0.131    -.0244549    .0032228
            CSP_ens_ |  -.0015052   .0074031    -0.20   0.839    -.0162245    .0132141
           CSP_func_ |  -.0117164   .0063849    -1.84   0.070    -.0244113    .0009784
            CSP_div_ |  -.0048771    .008119    -0.60   0.550    -.0210199    .0112658
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0387184   .0178042    -2.17   0.032    -.0741179    -.003319
                 28  |   .0272538    .019538     1.39   0.167     -.011593    .0661006
                 32  |  -.0341213   .0155456    -2.19   0.031    -.0650302   -.0032125
                 44  |  -.0211363   .0113551    -1.86   0.066    -.0437133    .0014408
                 52  |   .1497195   .0581416     2.58   0.012     .0341184    .2653206
                 53  |   .1018254   .0228982     4.45   0.000     .0562976    .1473531
                 75  |   .1364919   .0292834     4.66   0.000     .0782686    .1947151
                 76  |   .0915377   .0174312     5.25   0.000     .0568798    .1261956
                 84  |   .0545868    .018043     3.03   0.003     .0187125    .0904611
                 93  |   .0829583   .0246718     3.36   0.001     .0339041    .1320125
                     |
               _cons |   1.251233   .3241958     3.86   0.000     .6066452    1.895821
--------------------------------------------------------------------------------------

. 
. qui outreg2 using "Table A1", ///
> keep(num_group_vv) ctitle(Reduced Form, all controls, regions FE) bdec(3) nocons excel tex `append'  
 : 
. 
. ivreg2  evol2_fn_2007_2012 (CAO= num_group_vv)      coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_di
> st_center volontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_   i.reg, cluster( numdep) first
Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  26884
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |    .004601   .0007181     6.41   0.000     .0031934    .0060085
             coastal |   .0208797    .008671     2.41   0.016     .0038841    .0378754
     log_hotel_rooms |   .0045926    .000981     4.68   0.000     .0026697    .0065154
        log_tot_pop_ |   .0024103   .0011633     2.07   0.038     .0001302    .0046903
   delta_log_tot_pop |  -.0153741   .0068583    -2.24   0.025    -.0288167   -.0019315
 log_min_dist_center |  -.0065341   .0023942    -2.73   0.006    -.0112268   -.0018415
volontaires_migrants |    .080953   .0245553     3.30   0.001     .0328234    .1290826
 evol_CADA_2012_2016 |   .0018483    .000552     3.35   0.001     .0007664    .0029302
         share_0014_ |  -.0240509   .0264675    -0.91   0.364    -.0759286    .0278268
          share_60p_ |  -.0158196   .0179238    -0.88   0.377    -.0509512    .0193119
    delta_share_0014 |   .0259045   .0169182     1.53   0.126     -.007256     .059065
     delta_share_60p |   .0010424   .0186728     0.06   0.955    -.0355574    .0376421
         share_csp1_ |   .0086437   .0202426     0.43   0.669     -.031033    .0483203
         share_csp2_ |   -.052497   .0282519    -1.86   0.063    -.1078722    .0028782
         share_csp3_ |  -.0209183   .0274589    -0.76   0.446    -.0747392    .0329026
         share_csp4_ |   .0127185   .0213929     0.59   0.552    -.0292127    .0546497
         share_csp5_ |  -.0088688   .0216389    -0.41   0.682    -.0512822    .0335447
         share_csp6_ |    .009057   .0198349     0.46   0.648    -.0298204    .0479344
         share_csp7_ |   .0012006   .0159174     0.08   0.940    -.0299983    .0323995
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0229234   .0119176    -1.92   0.054    -.0462825    .0004358
    delta_share_csp2 |    .015623   .0175809     0.89   0.374    -.0188366    .0500825
    delta_share_csp3 |  -.0032571   .0169342    -0.19   0.847     -.036449    .0299348
    delta_share_csp4 |  -.0273165   .0136855    -2.00   0.046    -.0541407   -.0004923
    delta_share_csp5 |   -.007665   .0112166    -0.68   0.494    -.0296501      .01432
    delta_share_csp6 |  -.0131586   .0125303    -1.05   0.294    -.0377186    .0114014
    delta_share_csp7 |  -.0116265   .0100463    -1.16   0.247    -.0313178    .0080649
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0444286   .0298071     1.49   0.136    -.0139948    .1028521
delta_share_chom1564 |  -.0269359    .024354    -1.11   0.269     -.074671    .0207991
           migshare_ |   .0172251   .0283766     0.61   0.544    -.0383945    .0728447
      delta_migshare |   .0114824   .0394246     0.29   0.771    -.0657919    .0887568
     log_median_inc_ |  -.0115592   .0072231    -1.60   0.110    -.0257169    .0025985
delta_log_median_inc |  -.0078806   .0063389    -1.24   0.214    -.0203051     .004544
             female_ |  -.0001557   .0016197    -0.10   0.923    -.0033305    .0030191
                age_ |  -.0001664   .0001168    -1.42   0.154    -.0003953    .0000626
              right_ |  -.0009633   .0012368    -0.78   0.436    -.0033875    .0014608
           CSP_agri_ |  -.0002922   .0018496    -0.16   0.874    -.0039175     .003333
            CSP_ind_ |  -.0023781   .0028999    -0.82   0.412     -.008062    .0033059
            CSP_sal_ |  -.0029107   .0021839    -1.33   0.183    -.0071913    .0013698
            CSP_lib_ |   .0005308    .005186     0.10   0.918    -.0096341    .0106957
            CSP_ens_ |   .0025615    .004019     0.64   0.524    -.0053159    .0104389
           CSP_func_ |  -.0038636   .0030551    -1.26   0.206    -.0098517    .0021244
            CSP_div_ |   .0040518   .0045307     0.89   0.371    -.0048285    .0129322
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0006294   .0025625    -0.25   0.806     -.005652    .0043931
                 28  |  -.0052814   .0027723    -1.91   0.057    -.0107153    .0001524
                 32  |  -.0103704     .00362    -2.86   0.004    -.0174657    -.003275
                 44  |  -.0051718   .0027334    -1.89   0.058    -.0105293    .0001858
                 52  |  -.0023955   .0051512    -0.47   0.642    -.0124922    .0077011
                 53  |  -.0027488   .0035096    -0.78   0.433    -.0096278    .0041302
                 75  |   .0036846   .0026938     1.37   0.171    -.0015954    .0089647
                 76  |   -.001735   .0034799    -0.50   0.618    -.0085559    .0050858
                 84  |   -.007157   .0029845    -2.40   0.016    -.0130069   -.0013072
                 93  |  -.0074171   .0076813    -0.97   0.334    -.0224728    .0076387
                     |
               _cons |   .1418089   .0750901     1.89   0.059    -.0053716    .2889893
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    41.05
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      41.05    0.0000 |       41.61   0.0000 |       41.05

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=30.99    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    1376.80
Kleibergen-Paap Wald rk F statistic                                41.05

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=        0.00     P-val=0.9501
Anderson-Rubin Wald test           Chi-sq(1)=      0.00     P-val=0.9496
Stock-Wright LM S statistic        Chi-sq(1)=      0.02     P-val=0.8924

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      26884
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    26884
                                                      F( 52,    85) =    25.48
                                                      Prob > F      =   0.0000
Total (centered) SS     =  1680.395411                Centered R2   =   0.0945
Total (uncentered) SS   =  10345.96527                Uncentered R2 =   0.8529
Residual SS             =  1521.649944                Root MSE      =    .2379

--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2007_2012 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   .0025125   .0396957     0.06   0.950    -.0752897    .0803147
             coastal |  -.0289116   .0093938    -3.08   0.002     -.047323   -.0105002
     log_hotel_rooms |  -.0019153    .001295    -1.48   0.139    -.0044536    .0006229
        log_tot_pop_ |   .0049159   .0036308     1.35   0.176    -.0022003    .0120322
   delta_log_tot_pop |   .0988864   .0307712     3.21   0.001      .038576    .1591967
 log_min_dist_center |  -.0071649   .0045936    -1.56   0.119    -.0161681    .0018383
volontaires_migrants |  -.0105614   .0091813    -1.15   0.250    -.0285564    .0074337
 evol_CADA_2012_2016 |  -.0004301   .0001719    -2.50   0.012    -.0007671   -.0000931
         share_0014_ |  -.1044931   .1094293    -0.95   0.340    -.3189705    .1099844
          share_60p_ |  -.1098164   .0756708    -1.45   0.147    -.2581283    .0384956
    delta_share_0014 |  -.0413184   .1009827    -0.41   0.682    -.2392409    .1566041
     delta_share_60p |  -.0135107   .0848227    -0.16   0.873    -.1797602    .1527388
         share_csp1_ |   .3186047   .0955758     3.33   0.001     .1312797    .5059298
         share_csp2_ |  -.1858729   .1129411    -1.65   0.100    -.4072335    .0354876
         share_csp3_ |   .2031799   .1058008     1.92   0.055    -.0041858    .4105456
         share_csp4_ |   .3446962   .0815083     4.23   0.000     .1849428    .5044495
         share_csp5_ |   .2858066   .0745974     3.83   0.000     .1395983    .4320149
         share_csp6_ |  -.0292597   .0803735    -0.36   0.716    -.1867888    .1282695
         share_csp7_ |   .1820084   .0659787     2.76   0.006     .0526926    .3113242
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.2335406   .0799912    -2.92   0.004    -.3903206   -.0767607
    delta_share_csp2 |   .1662206   .0794297     2.09   0.036     .0105414    .3218999
    delta_share_csp3 |   -.130987   .0830124    -1.58   0.115    -.2936883    .0317144
    delta_share_csp4 |  -.1334565   .0608162    -2.19   0.028    -.2526541   -.0142588
    delta_share_csp5 |  -.0818224   .0564223    -1.45   0.147    -.1924082    .0287633
    delta_share_csp6 |   .0861284   .0556653     1.55   0.122    -.0229735    .1952304
    delta_share_csp7 |  -.0591688   .0496222    -1.19   0.233    -.1564266     .038089
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |  -.8890309   .1357817    -6.55   0.000    -1.155158   -.6229037
delta_share_chom1564 |   .6637259   .1006431     6.59   0.000      .466469    .8609829
           migshare_ |  -.1281911   .1002107    -1.28   0.201    -.3246005    .0682183
      delta_migshare |   .1871745   .1625099     1.15   0.249    -.1313391    .5056881
     log_median_inc_ |  -.0794014   .0331759    -2.39   0.017     -.144425   -.0143778
delta_log_median_inc |    .055007   .0396751     1.39   0.166    -.0227547    .1327687
             female_ |  -.0076796   .0047569    -1.61   0.106     -.017003    .0016439
                age_ |  -.0000686   .0002446    -0.28   0.779    -.0005479    .0004108
              right_ |   .0013469   .0039117     0.34   0.731    -.0063198    .0090136
           CSP_agri_ |  -.0006323   .0063574    -0.10   0.921    -.0130925    .0118279
            CSP_ind_ |  -.0016344   .0079612    -0.21   0.837     -.017238    .0139693
            CSP_sal_ |   .0011598   .0058787     0.20   0.844    -.0103621    .0126818
            CSP_lib_ |  -.0106174    .006913    -1.54   0.125    -.0241666    .0029318
            CSP_ens_ |  -.0015116   .0073799    -0.20   0.838    -.0159759    .0129526
           CSP_func_ |  -.0117067   .0063122    -1.85   0.064    -.0240784    .0006649
            CSP_div_ |  -.0048872   .0080789    -0.60   0.545    -.0207215     .010947
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0387169   .0176842    -2.19   0.029    -.0733773   -.0040564
                 28  |   .0272671   .0193675     1.41   0.159    -.0106926    .0652267
                 32  |  -.0340953   .0154635    -2.20   0.027    -.0644032   -.0037873
                 44  |  -.0211233   .0112409    -1.88   0.060    -.0431551    .0009085
                 52  |   .1497255     .05774     2.59   0.010     .0365572    .2628938
                 53  |   .1018323    .022754     4.48   0.000     .0572353    .1464292
                 75  |   .1364826   .0290524     4.70   0.000     .0795409    .1934243
                 76  |   .0915421   .0173251     5.28   0.000     .0575856    .1254986
                 84  |   .0546048   .0179649     3.04   0.002     .0193942    .0898154
                 93  |   .0829769   .0245568     3.38   0.001     .0348465    .1311074
                     |
               _cons |   1.250877   .3245838     3.85   0.000     .6147045    1.887049
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             30.993
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             1376.802
                         (Kleibergen-Paap rk Wald F statistic):         41.048
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------

. 
. qui outreg2 using "Table A1", ///
> keep(CAO) ctitle(IV, all controls, regions FE) bdec(3) nocons excel tex addstat(F-statistic, e(widstat)) `append'
 : 
. 
. restore 

. 
.    
.  **************
.  ***Table A3***
.  **************
.  
.  preserve

.  keep if period==3
(67,250 observations deleted)

. 
. foreach var of varlist  CAO num_group_vv evol2_fn_2012_2017 /// 
> coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_migrants evol_CADA_2012_2016 s
> hare_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ ///
>    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ {
  2. 
. drop if `var'==.
  3. 
. }
(0 observations deleted)
(0 observations deleted)
(91 observations deleted)
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(3,247 observations deleted)
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(0 observations deleted)

. ***
.  
. 
.  foreach var of varlist  evol2_fn_2012_2017 evol2_melench_2012_2017 {
  2. 
.     ivreg2 `var' (CAO= num_group_vv)      coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center 
> volontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg if evol2_turnout<=0, cluster( numdep) first
  3. 
. qui outreg2 using "Table A3", ///
> keep(CAO) ctitle(IV, all controls, regions FE, `var', below zero) bdec(3) nocons excel tex addstat(F-statistic, e(widstat)
> ) `append'
  4.  
.    
.    
.    ivreg2 `var' (CAO= num_group_vv)      coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center v
> olontaires_migrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg if evol2_turnout>0, cluster( numdep) first
  5. 
. qui outreg2 using "Table A3", ///
> keep(CAO) ctitle(IV, all controls, regions FE, `var', above zero) bdec(3) nocons excel tex addstat(F-statistic, e(widstat)
> ) `append'
  6.    
. 
. 
. }
Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  19366
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0049305   .0007049     6.99   0.000     .0035487    .0063122
             coastal |   .0200263   .0101078     1.98   0.048     .0002142    .0398385
     log_hotel_rooms |   .0043785   .0011343     3.86   0.000     .0021551    .0066019
        log_tot_pop_ |   .0018976   .0014785     1.28   0.199    -.0010005    .0047956
   delta_log_tot_pop |  -.0136129   .0078489    -1.73   0.083    -.0289974    .0017715
 log_min_dist_center |  -.0056067   .0026119    -2.15   0.032    -.0107263    -.000487
volontaires_migrants |   .0870333   .0292036     2.98   0.003     .0297917    .1442749
 evol_CADA_2012_2016 |   .0015027   .0005505     2.73   0.006     .0004237    .0025816
         share_0014_ |  -.0411505   .0349555    -1.18   0.239    -.1096663    .0273654
          share_60p_ |  -.0256371   .0226262    -1.13   0.257    -.0699863    .0187121
    delta_share_0014 |   .0389987   .0195777     1.99   0.046     .0006247    .0773726
     delta_share_60p |   .0022515   .0245061     0.09   0.927    -.0457826    .0502855
         share_csp1_ |   .0003773   .0254191     0.01   0.988    -.0494463    .0502009
         share_csp2_ |  -.0618239   .0347357    -1.78   0.075     -.129909    .0062612
         share_csp3_ |  -.0149217   .0321907    -0.46   0.643    -.0780182    .0481748
         share_csp4_ |   .0177089   .0278223     0.64   0.524    -.0368253    .0722431
         share_csp5_ |  -.0003374   .0255887    -0.01   0.989    -.0504935    .0498186
         share_csp6_ |   .0058536   .0248611     0.24   0.814    -.0428762    .0545835
         share_csp7_ |   .0094732   .0197754     0.48   0.632    -.0292882    .0482347
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0074129    .013838    -0.54   0.592    -.0345367    .0197109
    delta_share_csp2 |   .0159908   .0238791     0.67   0.503    -.0308143    .0627959
    delta_share_csp3 |   .0061601   .0193755     0.32   0.751    -.0318175    .0441378
    delta_share_csp4 |  -.0235054   .0172183    -1.37   0.172    -.0572548     .010244
    delta_share_csp5 |  -.0066414   .0140711    -0.47   0.637     -.034222    .0209392
    delta_share_csp6 |  -.0041315   .0157584    -0.26   0.793    -.0350193    .0267564
    delta_share_csp7 |  -.0088378   .0133732    -0.66   0.509    -.0350506    .0173749
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0523713   .0389025     1.35   0.178    -.0238811    .1286236
delta_share_chom1564 |  -.0375842    .031959    -1.18   0.240    -.1002267    .0250582
           migshare_ |   .0242367   .0380541     0.64   0.524    -.0503526     .098826
      delta_migshare |   -.012537   .0546308    -0.23   0.818    -.1196182    .0945442
     log_median_inc_ |   -.012143   .0090486    -1.34   0.180    -.0298791     .005593
delta_log_median_inc |  -.0127357   .0073279    -1.74   0.082     -.027099    .0016276
             female_ |   .0000425   .0021502     0.02   0.984    -.0041721    .0042571
                age_ |  -.0002198   .0001533    -1.43   0.152    -.0005202    .0000806
              right_ |   .0001261   .0015547     0.08   0.935    -.0029213    .0031734
           CSP_agri_ |  -.0013458   .0023439    -0.57   0.566      -.00594    .0032483
            CSP_ind_ |  -.0025738   .0034699    -0.74   0.458    -.0093751    .0042276
            CSP_sal_ |   -.002325   .0026776    -0.87   0.385    -.0075733    .0029233
            CSP_lib_ |  -.0003822    .005666    -0.07   0.946    -.0114882    .0107237
            CSP_ens_ |   .0060533   .0050833     1.19   0.234    -.0039105     .016017
           CSP_func_ |  -.0032151   .0038268    -0.84   0.401    -.0107158    .0042857
            CSP_div_ |   .0043346   .0052535     0.83   0.409    -.0059627    .0146318
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   7.58e-06   .0030753     0.00   0.998    -.0060202    .0060354
                 28  |  -.0046601   .0032361    -1.44   0.150    -.0110032     .001683
                 32  |  -.0092041   .0041437    -2.22   0.026    -.0173261   -.0010821
                 44  |  -.0058214   .0031711    -1.84   0.066    -.0120371    .0003943
                 52  |  -.0054134   .0075967    -0.71   0.476    -.0203035    .0094768
                 53  |   .0000713    .003876     0.02   0.985    -.0075261    .0076686
                 75  |   .0060834   .0029934     2.03   0.042     .0002161    .0119506
                 76  |   -.001895   .0037429    -0.51   0.613    -.0092314    .0054414
                 84  |  -.0064498   .0034319    -1.88   0.060    -.0131766    .0002769
                 93  |  -.0080541   .0097988    -0.82   0.411    -.0272605    .0111523
                     |
               _cons |   .1519881   .0951661     1.60   0.110    -.0345457    .3385219
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    48.92
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    48.92
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      48.92    0.0000 |       49.63   0.0000 |       48.92

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=27.70    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    1042.80
Kleibergen-Paap Wald rk F statistic                                48.92

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=       14.11     P-val=0.0003
Anderson-Rubin Wald test           Chi-sq(1)=     14.31     P-val=0.0002
Stock-Wright LM S statistic        Chi-sq(1)=     26.14     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      19366
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    19366
                                                      F( 52,    85) =    30.96
                                                      Prob > F      =   0.0000
Total (centered) SS     =  580.1407717                Centered R2   =   0.0818
Total (uncentered) SS   =  1378.741412                Uncentered R2 =   0.6136
Residual SS             =  532.6851896                Root MSE      =    .1658

--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2012_2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |  -.1256273   .0381493    -3.29   0.001    -.2003986    -.050856
             coastal |  -.0295495   .0110604    -2.67   0.008    -.0512275   -.0078714
     log_hotel_rooms |  -.0038707   .0010579    -3.66   0.000    -.0059441   -.0017974
        log_tot_pop_ |  -.0008901   .0023564    -0.38   0.706    -.0055086    .0037284
   delta_log_tot_pop |   .0109563   .0214871     0.51   0.610    -.0311576    .0530703
 log_min_dist_center |   .0052836    .002971     1.78   0.075    -.0005394    .0111067
volontaires_migrants |   .0071105    .011276     0.63   0.528    -.0149901     .029211
 evol_CADA_2012_2016 |   .0003364    .000157     2.14   0.032     .0000286    .0006441
         share_0014_ |   .1814563   .1011285     1.79   0.073     -.016752    .3796645
          share_60p_ |   .0897539   .0724973     1.24   0.216    -.0523382    .2318459
    delta_share_0014 |   .0702153   .0636719     1.10   0.270    -.0545793      .19501
     delta_share_60p |  -.2047832   .0690701    -2.96   0.003    -.3401581   -.0694084
         share_csp1_ |  -.3112337   .0883227    -3.52   0.000     -.484343   -.1381244
         share_csp2_ |  -.4000603   .0972034    -4.12   0.000    -.5905755   -.2095451
         share_csp3_ |  -.4769029   .0839567    -5.68   0.000     -.641455   -.3123507
         share_csp4_ |  -.1313376   .0687812    -1.91   0.056    -.2661463    .0034712
         share_csp5_ |    .062179   .0650134     0.96   0.339    -.0652449    .1896029
         share_csp6_ |   .1324737    .058539     2.26   0.024     .0177393     .247208
         share_csp7_ |  -.0532485   .0607702    -0.88   0.381    -.1723559    .0658589
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .2103923   .0708842     2.97   0.003     .0714619    .3493228
    delta_share_csp2 |   .1512401   .0704085     2.15   0.032     .0132419    .2892382
    delta_share_csp3 |    .230222      .0621     3.71   0.000     .1085082    .3519358
    delta_share_csp4 |   .0405045   .0522408     0.78   0.438    -.0618855    .1428945
    delta_share_csp5 |  -.0296799   .0483342    -0.61   0.539    -.1244132    .0650534
    delta_share_csp6 |  -.0184715   .0491442    -0.38   0.707    -.1147924    .0778493
    delta_share_csp7 |   .0232426   .0428066     0.54   0.587    -.0606567     .107142
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .2165445   .1119728     1.93   0.053    -.0029182    .4360071
delta_share_chom1564 |   .0117529    .080765     0.15   0.884    -.1465436    .1700493
           migshare_ |  -.2371167   .0707155    -3.35   0.001    -.3757165   -.0985169
      delta_migshare |   .2322267   .1062558     2.19   0.029     .0239692    .4404842
     log_median_inc_ |  -.0346488   .0251045    -1.38   0.168    -.0838527    .0145552
delta_log_median_inc |  -.0129779   .0294717    -0.44   0.660    -.0707413    .0447854
             female_ |  -.0017773    .004109    -0.43   0.665    -.0098308    .0062761
                age_ |     -.0002   .0001527    -1.31   0.190    -.0004993    .0000993
              right_ |  -.0147017   .0032227    -4.56   0.000    -.0210181   -.0083853
           CSP_agri_ |   .0041528   .0051953     0.80   0.424    -.0060298    .0143354
            CSP_ind_ |   .0012939   .0048851     0.26   0.791    -.0082807    .0108686
            CSP_sal_ |  -.0021727   .0047024    -0.46   0.644    -.0113892    .0070438
            CSP_lib_ |   .0050104   .0056504     0.89   0.375    -.0060642     .016085
            CSP_ens_ |   .0016797   .0054668     0.31   0.759     -.009035    .0123943
           CSP_func_ |  -.0046204   .0053045    -0.87   0.384    -.0150171    .0057763
            CSP_div_ |   .0105654   .0061943     1.71   0.088    -.0015752    .0227059
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0057939   .0119645     0.48   0.628    -.0176561    .0292439
                 28  |    .038452   .0225784     1.70   0.089    -.0058009    .0827048
                 32  |   .0639251   .0133222     4.80   0.000     .0378141     .090036
                 44  |    .004155   .0144503     0.29   0.774    -.0241671    .0324771
                 52  |  -.0428204   .0289332    -1.48   0.139    -.0995285    .0138877
                 53  |  -.0169618   .0147399    -1.15   0.250    -.0458514    .0119278
                 75  |   .0119478   .0156657     0.76   0.446    -.0187563     .042652
                 76  |  -.0030474   .0125823    -0.24   0.809    -.0277083    .0216135
                 84  |  -.0279339   .0121144    -2.31   0.021    -.0516778   -.0041901
                 93  |   .0162324   .0160554     1.01   0.312    -.0152356    .0477004
                     |
               _cons |   .5515399   .2577228     2.14   0.032     .0464125    1.056667
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             27.695
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             1042.800
                         (Kleibergen-Paap rk Wald F statistic):         48.919
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------
 : Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                   7522
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0037159   .0014864     2.50   0.012      .000802    .0066297
             coastal |   .0242506   .0151486     1.60   0.109    -.0054449     .053946
     log_hotel_rooms |   .0048176   .0015475     3.11   0.002      .001784    .0078511
        log_tot_pop_ |   .0035163   .0017431     2.02   0.044     .0000994    .0069332
   delta_log_tot_pop |  -.0184405   .0117549    -1.57   0.117    -.0414833    .0046024
 log_min_dist_center |  -.0093304   .0042576    -2.19   0.028    -.0176766   -.0009843
volontaires_migrants |   .0433028    .043328     1.00   0.318    -.0416323    .1282379
 evol_CADA_2012_2016 |   .0037505   .0015088     2.49   0.013     .0007929    .0067081
         share_0014_ |   .0157421   .0336581     0.47   0.640    -.0502373    .0817215
          share_60p_ |    .003148   .0255609     0.12   0.902    -.0469586    .0532546
    delta_share_0014 |  -.0082468   .0298019    -0.28   0.782     -.066667    .0501734
     delta_share_60p |  -.0000368   .0190601    -0.00   0.998       -.0374    .0373263
         share_csp1_ |   .0212546   .0264866     0.80   0.422    -.0306666    .0731757
         share_csp2_ |  -.0280382   .0380482    -0.74   0.461    -.1026234    .0465471
         share_csp3_ |  -.0341327    .038074    -0.90   0.370    -.1087685     .040503
         share_csp4_ |   .0019581   .0254102     0.08   0.939    -.0478531    .0517693
         share_csp5_ |  -.0242252   .0272497    -0.89   0.374    -.0776423    .0291919
         share_csp6_ |    .019649   .0253548     0.77   0.438    -.0300536    .0693516
         share_csp7_ |  -.0138185   .0189957    -0.73   0.467    -.0510554    .0234184
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0509164   .0188736    -2.70   0.007     -.087914   -.0139188
    delta_share_csp2 |   .0122306   .0201302     0.61   0.543    -.0272303    .0516916
    delta_share_csp3 |  -.0207014     .02673    -0.77   0.439    -.0730997    .0316969
    delta_share_csp4 |  -.0314725    .020302    -1.55   0.121    -.0712701    .0083252
    delta_share_csp5 |  -.0088208    .015191    -0.58   0.561    -.0385995    .0209579
    delta_share_csp6 |  -.0307133   .0132184    -2.32   0.020     -.056625   -.0048016
    delta_share_csp7 |  -.0145647    .010377    -1.40   0.160    -.0349066    .0057772
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0191067   .0443111     0.43   0.666    -.0677554    .1059689
delta_share_chom1564 |  -.0020698    .029232    -0.07   0.944    -.0593727    .0552331
           migshare_ |   .0096569    .024327     0.40   0.691    -.0380308    .0573445
      delta_migshare |   .0636026    .045056     1.41   0.158    -.0247198     .151925
     log_median_inc_ |  -.0134142   .0095476    -1.40   0.160    -.0321302    .0053019
delta_log_median_inc |    .002993   .0096351     0.31   0.756    -.0158945    .0218805
             female_ |   -.000639   .0022506    -0.28   0.776    -.0050507    .0037727
                age_ |  -.0000313   .0001433    -0.22   0.827    -.0003123    .0002496
              right_ |  -.0038426   .0017755    -2.16   0.030    -.0073232   -.0003621
           CSP_agri_ |   .0022907   .0025974     0.88   0.378     -.002801    .0073824
            CSP_ind_ |  -.0016328   .0039874    -0.41   0.682    -.0094493    .0061836
            CSP_sal_ |  -.0044518   .0028369    -1.57   0.117     -.010013    .0011093
            CSP_lib_ |   .0034048    .010373     0.33   0.743    -.0169292    .0237389
            CSP_ens_ |  -.0071458   .0041757    -1.71   0.087    -.0153314    .0010398
           CSP_func_ |  -.0045711   .0048358    -0.95   0.345    -.0140506    .0049084
            CSP_div_ |   .0040617   .0064399     0.63   0.528    -.0085624    .0166858
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0011677   .0041995    -0.28   0.781    -.0093999    .0070645
                 28  |  -.0066426   .0035584    -1.87   0.062     -.013618    .0003328
                 32  |  -.0121981   .0042481    -2.87   0.004    -.0205255   -.0038706
                 44  |  -.0045604    .003834    -1.19   0.234    -.0120762    .0029553
                 52  |   .0056822   .0063767     0.89   0.373    -.0068179    .0181823
                 53  |  -.0090846   .0052336    -1.74   0.083    -.0193439    .0011746
                 75  |  -.0045869   .0046668    -0.98   0.326    -.0137352    .0045614
                 76  |  -.0004314   .0051125    -0.08   0.933    -.0104533    .0095905
                 84  |   -.006993   .0036926    -1.89   0.058    -.0142315    .0002455
                 93  |  -.0059581   .0072959    -0.82   0.414    -.0202602     .008344
                     |
               _cons |   .1500345    .098113     1.53   0.126    -.0422947    .3423636
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =     6.25
  Prob > F      =   0.0143
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =     6.25
  Prob > F      =   0.0143



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |       6.25    0.0143 |        6.37   0.0116 |        6.25

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=6.77     P-val=0.0093

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     335.56
Kleibergen-Paap Wald rk F statistic                                 6.25

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=        3.26     P-val=0.0747
Anderson-Rubin Wald test           Chi-sq(1)=      3.32     P-val=0.0685
Stock-Wright LM S statistic        Chi-sq(1)=      4.29     P-val=0.0383

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =       7522
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =     7522
                                                      F( 52,    85) =    20.91
                                                      Prob > F      =   0.0000
Total (centered) SS     =  281.3717547                Centered R2   =   0.0671
Total (uncentered) SS   =  619.9614195                Uncentered R2 =   0.5766
Residual SS             =   262.504002                Root MSE      =    .1868

--------------------------------------------------------------------------------------
                     |               Robust
  evol2_fn_2012_2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   -.111712   .0850175    -1.31   0.189    -.2783433    .0549192
             coastal |  -.0269142   .0160017    -1.68   0.093    -.0582771    .0044486
     log_hotel_rooms |  -.0039859   .0026395    -1.51   0.131    -.0091593    .0011875
        log_tot_pop_ |  -.0042148   .0031338    -1.34   0.179    -.0103569    .0019273
   delta_log_tot_pop |   .0353871   .0322412     1.10   0.272    -.0278045    .0985787
 log_min_dist_center |   .0079992   .0055216     1.45   0.147    -.0028228    .0188213
volontaires_migrants |   .0063231   .0161522     0.39   0.695    -.0253347    .0379809
 evol_CADA_2012_2016 |   .0006207   .0004536     1.37   0.171    -.0002685    .0015098
         share_0014_ |   .1018567   .1540008     0.66   0.508    -.1999792    .4036927
          share_60p_ |   .0112904   .1102711     0.10   0.918     -.204837    .2274179
    delta_share_0014 |   .1532588   .0972649     1.58   0.115    -.0373769    .3438945
     delta_share_60p |  -.1601007   .0996265    -1.61   0.108     -.355365    .0351637
         share_csp1_ |  -.3333309   .1534149    -2.17   0.030    -.6340185   -.0326433
         share_csp2_ |  -.3636303   .1559286    -2.33   0.020    -.6692447   -.0580159
         share_csp3_ |  -.4559913   .1144536    -3.98   0.000    -.6803162   -.2316664
         share_csp4_ |  -.1961153   .1005092    -1.95   0.051    -.3931098    .0008792
         share_csp5_ |   .0080166   .0985877     0.08   0.935    -.1852118     .201245
         share_csp6_ |   .0239345   .0914695     0.26   0.794    -.1553424    .2032114
         share_csp7_ |  -.0688024   .0902224    -0.76   0.446     -.245635    .1080303
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .1980183   .1113016     1.78   0.075    -.0201289    .4161655
    delta_share_csp2 |    .311058   .1365608     2.28   0.023     .0434037    .5787123
    delta_share_csp3 |   .2580841   .1051036     2.46   0.014     .0520849    .4640833
    delta_share_csp4 |   .1886354   .0841914     2.24   0.025     .0236232    .3536476
    delta_share_csp5 |   .0617032   .0635482     0.97   0.332     -.062849    .1862553
    delta_share_csp6 |  -.0185603   .0754654    -0.25   0.806    -.1664698    .1293491
    delta_share_csp7 |   .0761232   .0691842     1.10   0.271    -.0594754    .2117219
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0868438   .1705377     0.51   0.611     -.247404    .4210916
delta_share_chom1564 |  -.0564434    .145562    -0.39   0.698    -.3417397    .2288529
           migshare_ |  -.2060878   .1113362    -1.85   0.064    -.4243028    .0121272
      delta_migshare |  -.1484085   .1902199    -0.78   0.435    -.5212327    .2244156
     log_median_inc_ |  -.0268629   .0420044    -0.64   0.522      -.10919    .0554643
delta_log_median_inc |   .0048476   .0509094     0.10   0.924     -.094933    .1046283
             female_ |    .003391   .0067455     0.50   0.615      -.00983    .0166119
                age_ |  -.0002842   .0002843    -1.00   0.317    -.0008414    .0002729
              right_ |  -.0100523   .0050831    -1.98   0.048     -.020015   -.0000896
           CSP_agri_ |   .0045589    .007466     0.61   0.541    -.0100743     .019192
            CSP_ind_ |   .0186696   .0091244     2.05   0.041     .0007862    .0365531
            CSP_sal_ |  -.0087065   .0078464    -1.11   0.267    -.0240852    .0066722
            CSP_lib_ |  -.0080777   .0101173    -0.80   0.425    -.0279071    .0117518
            CSP_ens_ |  -.0121496   .0091274    -1.33   0.183    -.0300391    .0057398
           CSP_func_ |   .0011159   .0093403     0.12   0.905    -.0171907    .0194225
            CSP_div_ |  -.0090765   .0125033    -0.73   0.468    -.0335825    .0154296
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0041452    .013011    -0.32   0.750    -.0296463    .0213558
                 28  |   .0392072   .0259318     1.51   0.131    -.0116181    .0900326
                 32  |   .0512962   .0129112     3.97   0.000     .0259908    .0766016
                 44  |   .0044121   .0159158     0.28   0.782    -.0267824    .0356065
                 52  |  -.0638273   .0325984    -1.96   0.050     -.127719    .0000645
                 53  |    -.01309   .0168446    -0.78   0.437    -.0461048    .0199248
                 75  |   .0043788   .0199445     0.22   0.826    -.0347118    .0434694
                 76  |  -.0275413   .0171117    -1.61   0.108    -.0610796    .0059969
                 84  |  -.0309734   .0142143    -2.18   0.029    -.0588329   -.0031139
                 93  |  -.0021936   .0222495    -0.10   0.921    -.0458019    .0414147
                     |
               _cons |   .5737961    .424255     1.35   0.176    -.2577284    1.405321
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):              6.774
                                                   Chi-sq(1) P-val =    0.0093
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              335.559
                         (Kleibergen-Paap rk Wald F statistic):          6.249
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------
 : Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                  19359
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0049303    .000705     6.99   0.000     .0035485    .0063121
             coastal |   .0200295   .0101075     1.98   0.048     .0002181     .039841
     log_hotel_rooms |   .0043785   .0011343     3.86   0.000     .0021551    .0066019
        log_tot_pop_ |   .0018994   .0014798     1.28   0.199     -.001001    .0047999
   delta_log_tot_pop |  -.0136079   .0078473    -1.73   0.083    -.0289893    .0017734
 log_min_dist_center |   -.005606   .0026123    -2.15   0.032    -.0107264   -.0004857
volontaires_migrants |   .0870312   .0292032     2.98   0.003     .0297904     .144272
 evol_CADA_2012_2016 |   .0015027   .0005505     2.73   0.006     .0004237    .0025816
         share_0014_ |  -.0412741   .0350083    -1.18   0.238    -.1098934    .0273452
          share_60p_ |  -.0257354   .0226453    -1.14   0.256    -.0701222    .0186514
    delta_share_0014 |   .0390899   .0196005     1.99   0.046     .0006712    .0775085
     delta_share_60p |   .0023149   .0245272     0.09   0.925    -.0457605    .0503903
         share_csp1_ |   .0002349   .0254574     0.01   0.993    -.0496639    .0501337
         share_csp2_ |  -.0618276   .0347436    -1.78   0.075    -.1299281    .0062729
         share_csp3_ |  -.0148483   .0321958    -0.46   0.645     -.077955    .0482583
         share_csp4_ |   .0177413   .0278677     0.64   0.524    -.0368817    .0723644
         share_csp5_ |  -.0003153    .025619    -0.01   0.990    -.0505307    .0499001
         share_csp6_ |    .005833    .024871     0.23   0.815    -.0429163    .0545823
         share_csp7_ |   .0094881   .0197939     0.48   0.632    -.0293097    .0482859
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0073024   .0138566    -0.53   0.598    -.0344625    .0198577
    delta_share_csp2 |   .0160345   .0238675     0.67   0.502    -.0307478    .0628168
    delta_share_csp3 |   .0060705   .0193732     0.31   0.754    -.0319027    .0440437
    delta_share_csp4 |  -.0235476   .0172458    -1.37   0.172    -.0573508    .0102556
    delta_share_csp5 |  -.0066521   .0140759    -0.47   0.637    -.0342421    .0209378
    delta_share_csp6 |  -.0041353   .0157578    -0.26   0.793    -.0350221    .0267514
    delta_share_csp7 |  -.0088662   .0133806    -0.66   0.508    -.0350934    .0173609
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |    .052299   .0389245     1.34   0.179    -.0239964    .1285944
delta_share_chom1564 |  -.0375354   .0319845    -1.17   0.241    -.1002279     .025157
           migshare_ |   .0242489    .038058     0.64   0.524     -.050348    .0988459
      delta_migshare |  -.0127196    .054762    -0.23   0.816    -.1200579    .0946187
     log_median_inc_ |  -.0121985   .0090669    -1.35   0.179    -.0299704    .0055734
delta_log_median_inc |  -.0126824   .0073334    -1.73   0.084    -.0270566    .0016917
             female_ |   .0000399   .0021508     0.02   0.985    -.0041759    .0042557
                age_ |  -.0002198   .0001534    -1.43   0.152    -.0005204    .0000808
              right_ |   .0001279   .0015552     0.08   0.934    -.0029205    .0031762
           CSP_agri_ |  -.0013495   .0023443    -0.58   0.565    -.0059446    .0032456
            CSP_ind_ |  -.0025741   .0034703    -0.74   0.458    -.0093761    .0042279
            CSP_sal_ |  -.0023252   .0026783    -0.87   0.385    -.0075748    .0029245
            CSP_lib_ |  -.0004041   .0056861    -0.07   0.943    -.0115494    .0107413
            CSP_ens_ |   .0060523   .0050839     1.19   0.234    -.0039126    .0160172
           CSP_func_ |  -.0032155   .0038279    -0.84   0.401    -.0107186    .0042876
            CSP_div_ |   .0043348   .0052532     0.83   0.409    -.0059619    .0146316
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   3.60e-06   .0030751     0.00   0.999    -.0060239    .0060311
                 28  |  -.0046682   .0032386    -1.44   0.149    -.0110162    .0016798
                 32  |  -.0092156   .0041464    -2.22   0.026    -.0173429   -.0010883
                 44  |  -.0058299   .0031713    -1.84   0.066    -.0120459    .0003862
                 52  |  -.0054167   .0075975    -0.71   0.476    -.0203084     .009475
                 53  |   .0000683   .0038758     0.02   0.986    -.0075287    .0076653
                 75  |   .0060818   .0029933     2.03   0.042     .0002147     .011949
                 76  |  -.0018993   .0037436    -0.51   0.612    -.0092371    .0054386
                 84  |  -.0064535   .0034322    -1.88   0.060    -.0131809    .0002738
                 93  |  -.0080614   .0097995    -0.82   0.411    -.0272693    .0111465
                     |
               _cons |   .1525636   .0953607     1.60   0.110    -.0343517    .3394788
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =    48.91
  Prob > F      =   0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =    48.91
  Prob > F      =   0.0000



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |      48.91    0.0000 |       49.62   0.0000 |       48.91

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=27.69    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                    1042.25
Kleibergen-Paap Wald rk F statistic                                48.91

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=        7.69     P-val=0.0068
Anderson-Rubin Wald test           Chi-sq(1)=      7.80     P-val=0.0052
Stock-Wright LM S statistic        Chi-sq(1)=     30.57     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =      19359
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =    19359
                                                      F( 52,    85) =    19.73
                                                      Prob > F      =   0.0000
Total (centered) SS     =  1465.467287                Centered R2   =   0.0335
Total (uncentered) SS   =  6563.638566                Uncentered R2 =   0.7842
Residual SS             =  1416.356382                Root MSE      =    .2705

--------------------------------------------------------------------------------------
                     |               Robust
evol2_melench_2~2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   .1589984   .0602162     2.64   0.008     .0409768      .27702
             coastal |  -.0183175   .0101145    -1.81   0.070    -.0381415    .0015066
     log_hotel_rooms |    .003761   .0017203     2.19   0.029     .0003893    .0071327
        log_tot_pop_ |   .0037436   .0040138     0.93   0.351    -.0041232    .0116105
   delta_log_tot_pop |    .027159    .028402     0.96   0.339    -.0285079    .0828259
 log_min_dist_center |  -.0008093   .0050443    -0.16   0.873    -.0106958    .0090773
volontaires_migrants |   .0090709    .015971     0.57   0.570    -.0222317    .0403735
 evol_CADA_2012_2016 |  -.0003833   .0002206    -1.74   0.082    -.0008157    .0000491
         share_0014_ |   .1768387   .1717982     1.03   0.303    -.1598796    .5135571
          share_60p_ |  -.0278489   .1089569    -0.26   0.798    -.2414006    .1857028
    delta_share_0014 |  -.3759613   .1427556    -2.63   0.008    -.6557572   -.0961654
     delta_share_60p |  -.2332875   .0891734    -2.62   0.009    -.4080642   -.0585109
         share_csp1_ |  -.0606524   .1593734    -0.38   0.704    -.3730185    .2517137
         share_csp2_ |   .0807708   .1515973     0.53   0.594    -.2163546    .3778961
         share_csp3_ |   .6404775   .1345688     4.76   0.000     .3767275    .9042275
         share_csp4_ |    .192532   .1179246     1.63   0.103     -.038596      .42366
         share_csp5_ |   .2892301   .1040651     2.78   0.005     .0852662     .493194
         share_csp6_ |    .311342   .1103164     2.82   0.005     .0951257    .5275582
         share_csp7_ |   .2756583   .1170567     2.35   0.019     .0462313    .5050852
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .1256947   .1127543     1.11   0.265    -.0952996     .346689
    delta_share_csp2 |  -.0179699   .1088172    -0.17   0.869    -.2312476    .1953078
    delta_share_csp3 |  -.2054052   .0927515    -2.21   0.027    -.3871948   -.0236156
    delta_share_csp4 |   .0749832   .0876767     0.86   0.392    -.0968599    .2468264
    delta_share_csp5 |  -.0033713   .0701581    -0.05   0.962    -.1408785     .134136
    delta_share_csp6 |  -.0408971   .0709609    -0.58   0.564    -.1799779    .0981838
    delta_share_csp7 |   .0587744    .077633     0.76   0.449    -.0933834    .2109322
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |  -.2338429   .1516996    -1.54   0.123    -.5311686    .0634828
delta_share_chom1564 |   .0893495   .1254058     0.71   0.476    -.1564413    .3351404
           migshare_ |   .3502766   .1170867     2.99   0.003     .1207908    .5797624
      delta_migshare |  -.1678936   .2045881    -0.82   0.412    -.5688789    .2330917
     log_median_inc_ |  -.0137225   .0354563    -0.39   0.699    -.0832156    .0557706
delta_log_median_inc |   -.044965   .0445668    -1.01   0.313    -.1323143    .0423842
             female_ |  -.0001645   .0066593    -0.02   0.980    -.0132165    .0128875
                age_ |   .0001508    .000289     0.52   0.602    -.0004157    .0007173
              right_ |   .0302627   .0046165     6.56   0.000     .0212145    .0393109
           CSP_agri_ |   -.002205   .0081837    -0.27   0.788    -.0182448    .0138348
            CSP_ind_ |   .0169203   .0087401     1.94   0.053    -.0002099    .0340505
            CSP_sal_ |    .003577   .0061036     0.59   0.558    -.0083859    .0155399
            CSP_lib_ |   .0066916   .0081312     0.82   0.411    -.0092453    .0226284
            CSP_ens_ |  -.0004435   .0089444    -0.05   0.960    -.0179742    .0170873
           CSP_func_ |   .0028869   .0073456     0.39   0.694    -.0115102     .017284
            CSP_div_ |  -.0114943   .0099037    -1.16   0.246    -.0309052    .0079165
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0058371   .0210418     0.28   0.781    -.0354039    .0470782
                 28  |   .0509707   .0204499     2.49   0.013     .0108897    .0910517
                 32  |   .0330097   .0224903     1.47   0.142    -.0110705      .07709
                 44  |   .0811779   .0223306     3.64   0.000     .0374107    .1249451
                 52  |   .0606383   .0278884     2.17   0.030     .0059781    .1152985
                 53  |   .0807024   .0254183     3.17   0.001     .0308834    .1305214
                 75  |   .0597216   .0235748     2.53   0.011     .0135159    .1059274
                 76  |  -.0027326   .0173165    -0.16   0.875    -.0366723    .0312071
                 84  |  -.0317507   .0189155    -1.68   0.093    -.0688243     .005323
                 93  |  -.0614833   .0209882    -2.93   0.003    -.1026194   -.0203472
                     |
               _cons |   .3216576   .3518748     0.91   0.361    -.3680044     1.01132
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):             27.694
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):             1042.247
                         (Kleibergen-Paap rk Wald F statistic):         48.911
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------
 : Warning - collinearities detected
Vars dropped:       share_csp8_ delta_share_csp8 CSP_retr_

First-stage regressions
-----------------------


First-stage regression of CAO:

Statistics robust to heteroskedasticity and clustering on numdep
Number of obs =                   7519
Number of clusters (numdep) =       86
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0037158   .0014864     2.50   0.012      .000802    .0066297
             coastal |   .0242476    .015148     1.60   0.109    -.0054468    .0539419
     log_hotel_rooms |   .0048169   .0015474     3.11   0.002     .0017836    .0078502
        log_tot_pop_ |   .0035179   .0017431     2.02   0.044     .0001008    .0069349
   delta_log_tot_pop |  -.0184531   .0117604    -1.57   0.117    -.0415068    .0046005
 log_min_dist_center |  -.0093343   .0042586    -2.19   0.028    -.0176823   -.0009863
volontaires_migrants |   .0432995   .0433263     1.00   0.318    -.0416322    .1282313
 evol_CADA_2012_2016 |   .0037503   .0015088     2.49   0.013     .0007928    .0067079
         share_0014_ |   .0158348   .0336787     0.47   0.638    -.0501848    .0818545
          share_60p_ |   .0031102   .0255701     0.12   0.903    -.0470143    .0532348
    delta_share_0014 |  -.0083385   .0298065    -0.28   0.780    -.0667677    .0500906
     delta_share_60p |   -.000115     .01906    -0.01   0.995    -.0374779    .0372479
         share_csp1_ |   .0212288   .0264999     0.80   0.423    -.0307185    .0731762
         share_csp2_ |  -.0280514   .0380519    -0.74   0.461    -.1026439     .046541
         share_csp3_ |  -.0342644   .0380794    -0.90   0.368    -.1089108    .0403819
         share_csp4_ |   .0017538   .0254848     0.07   0.945    -.0482036    .0517112
         share_csp5_ |  -.0243106   .0272607    -0.89   0.373    -.0777493     .029128
         share_csp6_ |    .019583   .0253674     0.77   0.440    -.0301442    .0693101
         share_csp7_ |  -.0138511   .0190039    -0.73   0.466    -.0511042    .0234019
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0509313   .0189125    -2.69   0.007    -.0880052   -.0138574
    delta_share_csp2 |   .0122457   .0201269     0.61   0.543    -.0272086       .0517
    delta_share_csp3 |  -.0206828   .0267289    -0.77   0.439    -.0730789    .0317134
    delta_share_csp4 |  -.0314109   .0203235    -1.55   0.122    -.0712507    .0084289
    delta_share_csp5 |  -.0088545   .0152041    -0.58   0.560    -.0386588    .0209497
    delta_share_csp6 |  -.0306807    .013238    -2.32   0.020    -.0566309   -.0047306
    delta_share_csp7 |  -.0145235   .0104086    -1.40   0.163    -.0349273    .0058803
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0192441   .0443728     0.43   0.665    -.0677391    .1062273
delta_share_chom1564 |   -.002231   .0292819    -0.08   0.939    -.0596319    .0551698
           migshare_ |   .0096477   .0243252     0.40   0.692    -.0380365    .0573319
      delta_migshare |   .0635214   .0450519     1.41   0.159     -.024793    .1518358
     log_median_inc_ |   -.013339   .0095789    -1.39   0.164    -.0321163    .0054383
delta_log_median_inc |   .0030073   .0096489     0.31   0.755    -.0159073    .0219219
             female_ |  -.0006367     .00225    -0.28   0.777    -.0050472    .0037739
                age_ |  -.0000309   .0001434    -0.22   0.830     -.000312    .0002503
              right_ |  -.0038423   .0017753    -2.16   0.030    -.0073223   -.0003622
           CSP_agri_ |   .0022929    .002599     0.88   0.378    -.0028019    .0073878
            CSP_ind_ |  -.0016268   .0039878    -0.41   0.683    -.0094441    .0061904
            CSP_sal_ |  -.0044456   .0028377    -1.57   0.117    -.0100083    .0011171
            CSP_lib_ |   .0034093   .0103735     0.33   0.742    -.0169256    .0237443
            CSP_ens_ |  -.0071399   .0041765    -1.71   0.087     -.015327    .0010472
           CSP_func_ |   -.004563   .0048367    -0.94   0.345    -.0140444    .0049183
            CSP_div_ |   .0040678   .0064415     0.63   0.528    -.0085594     .016695
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0011662    .004199    -0.28   0.781    -.0093974    .0070651
                 28  |  -.0066432    .003558    -1.87   0.062    -.0136179    .0003316
                 32  |  -.0122143   .0042523    -2.87   0.004      -.02055   -.0038787
                 44  |  -.0045608   .0038336    -1.19   0.234    -.0120757    .0029542
                 52  |   .0056828   .0063767     0.89   0.373    -.0068174    .0181829
                 53  |  -.0090815   .0052334    -1.74   0.083    -.0193404    .0011774
                 75  |  -.0045794    .004668    -0.98   0.327    -.0137299    .0045711
                 76  |  -.0004253   .0051134    -0.08   0.934    -.0104489    .0095983
                 84  |  -.0069883   .0036915    -1.89   0.058    -.0142248    .0002481
                 93  |  -.0059571   .0072964    -0.82   0.414    -.0202602     .008346
                     |
               _cons |   .1493117   .0983676     1.52   0.129    -.0435165    .3421399
--------------------------------------------------------------------------------------
F test of excluded instruments:
  F(  1,    85) =     6.25
  Prob > F      =   0.0143
Sanderson-Windmeijer multivariate F test of excluded instruments:
  F(  1,    85) =     6.25
  Prob > F      =   0.0143



Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    85)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    85)
CAO          |       6.25    0.0143 |        6.37   0.0116 |        6.25

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=6.77     P-val=0.0093

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     335.41
Kleibergen-Paap Wald rk F statistic                                 6.25

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,85)=        4.96     P-val=0.0286
Anderson-Rubin Wald test           Chi-sq(1)=      5.05     P-val=0.0246
Stock-Wright LM S statistic        Chi-sq(1)=     17.92     P-val=0.0000

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         86
Number of observations               N  =       7519
Number of regressors                 K  =         53
Number of endogenous regressors      K1 =          1
Number of instruments                L  =         53
Number of excluded instruments       L1 =          1

IV (2SLS) estimation
--------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on numdep

Number of clusters (numdep) =       86                Number of obs =     7519
                                                      F( 52,    85) =     7.89
                                                      Prob > F      =   0.0000
Total (centered) SS     =  788.1405248                Centered R2   =   0.0287
Total (uncentered) SS   =   2842.40259                Uncentered R2 =   0.7307
Residual SS             =   765.491631                Root MSE      =    .3191

--------------------------------------------------------------------------------------
                     |               Robust
evol2_melench_2~2017 |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
                 CAO |   .1667392    .109409     1.52   0.128    -.0476985    .3811769
             coastal |  -.0145819   .0281034    -0.52   0.604    -.0696636    .0404998
     log_hotel_rooms |   .0032831   .0027164     1.21   0.227     -.002041    .0086071
        log_tot_pop_ |   .0052911   .0068188     0.78   0.438    -.0080734    .0186557
   delta_log_tot_pop |   .0132078   .0528863     0.25   0.803    -.0904474     .116863
 log_min_dist_center |   -.000213   .0083703    -0.03   0.980    -.0166185    .0161925
volontaires_migrants |   .0467471   .0299837     1.56   0.119    -.0120199    .1055141
 evol_CADA_2012_2016 |  -.0003678   .0006817    -0.54   0.590    -.0017039    .0009683
         share_0014_ |   .4111128   .1874456     2.19   0.028     .0437262    .7784994
          share_60p_ |   .1331961   .1517095     0.88   0.380    -.1641492    .4305413
    delta_share_0014 |  -.3485991   .1768582    -1.97   0.049    -.6952347   -.0019635
     delta_share_60p |  -.3474764   .1984112    -1.75   0.080    -.7363552    .0414023
         share_csp1_ |   .0685208   .1721181     0.40   0.691    -.2688244     .405866
         share_csp2_ |  -.0990206   .2492751    -0.40   0.691    -.5875909    .3895497
         share_csp3_ |   .1946338   .2052818     0.95   0.343    -.2077112    .5969788
         share_csp4_ |   .1216369   .1784791     0.68   0.496    -.2281757    .4714494
         share_csp5_ |   .1589636     .15128     1.05   0.293    -.1375398    .4554669
         share_csp6_ |   .1329843   .1718745     0.77   0.439    -.2038836    .4698521
         share_csp7_ |   .0772004   .1330559     0.58   0.562    -.1835844    .3379852
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   .1874684    .142934     1.31   0.190    -.0926772    .4676139
    delta_share_csp2 |   .1707925    .215141     0.79   0.427    -.2508761     .592461
    delta_share_csp3 |  -.0186585   .1786874    -0.10   0.917    -.3688793    .3315624
    delta_share_csp4 |  -.0666512   .1466539    -0.45   0.649    -.3540876    .2207853
    delta_share_csp5 |   .0923754   .1324919     0.70   0.486    -.1673039    .3520548
    delta_share_csp6 |  -.0004282   .1328892    -0.00   0.997    -.2608862    .2600298
    delta_share_csp7 |   .0172322   .1250757     0.14   0.890    -.2279117     .262376
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |  -.3430768   .2363328    -1.45   0.147    -.8062807     .120127
delta_share_chom1564 |   .1451872   .2031903     0.71   0.475    -.2530584    .5434328
           migshare_ |   .0693599   .1645791     0.42   0.673    -.2532092     .391929
      delta_migshare |  -.0706925   .3016305    -0.23   0.815    -.6618775    .5204925
     log_median_inc_ |   .0239384   .0427939     0.56   0.576    -.0599361    .1078128
delta_log_median_inc |   .0340319   .0675334     0.50   0.614    -.0983312    .1663949
             female_ |  -.0204888   .0114114    -1.80   0.073    -.0428546    .0018771
                age_ |  -.0006641   .0005307    -1.25   0.211    -.0017041     .000376
              right_ |   .0296173    .007482     3.96   0.000     .0149528    .0442818
           CSP_agri_ |  -.0189306    .012725    -1.49   0.137    -.0438712      .00601
            CSP_ind_ |  -.0022929   .0177575    -0.13   0.897     -.037097    .0325112
            CSP_sal_ |   .0015088   .0134988     0.11   0.911    -.0249483    .0279658
            CSP_lib_ |  -.0045469   .0158698    -0.29   0.774     -.035651    .0265573
            CSP_ens_ |   .0067186    .017077     0.39   0.694    -.0267517    .0401888
           CSP_func_ |  -.0193557   .0148109    -1.31   0.191    -.0483846    .0096733
            CSP_div_ |    .000546   .0185421     0.03   0.977    -.0357959     .036888
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   .0056397   .0304207     0.19   0.853    -.0539838    .0652631
                 28  |   .0250673   .0343132     0.73   0.465    -.0421854      .09232
                 32  |   .0322154   .0305308     1.06   0.291    -.0276238    .0920546
                 44  |   .0748823   .0343226     2.18   0.029     .0076112    .1421534
                 52  |   .0169844   .0363508     0.47   0.640    -.0542618    .0882307
                 53  |   .0802192    .036288     2.21   0.027      .009096    .1513423
                 75  |   .0473442   .0384113     1.23   0.218    -.0279405     .122629
                 76  |  -.0080421   .0333391    -0.24   0.809    -.0733855    .0573013
                 84  |  -.0549345   .0342516    -1.60   0.109    -.1220663    .0121974
                 93  |  -.0746347   .0335982    -2.22   0.026     -.140486   -.0087834
                     |
               _cons |   .0765164   .4363384     0.18   0.861    -.7786911     .931724
--------------------------------------------------------------------------------------
Underidentification test (Kleibergen-Paap rk LM statistic):              6.774
                                                   Chi-sq(1) P-val =    0.0093
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              335.413
                         (Kleibergen-Paap rk Wald F statistic):          6.249
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         CAO
Included instruments: coastal log_hotel_rooms log_tot_pop_ delta_log_tot_pop
                      log_min_dist_center volontaires_migrants
                      evol_CADA_2012_2016 share_0014_ share_60p_
                      delta_share_0014 delta_share_60p share_csp1_ share_csp2_
                      share_csp3_ share_csp4_ share_csp5_ share_csp6_
                      share_csp7_ delta_share_csp1 delta_share_csp2
                      delta_share_csp3 delta_share_csp4 delta_share_csp5
                      delta_share_csp6 delta_share_csp7 share_chom1564_
                      delta_share_chom1564 migshare_ delta_migshare
                      log_median_inc_ delta_log_median_inc female_ age_ right_
                      CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_
                      CSP_div_ 27.reg 28.reg 32.reg 44.reg 52.reg 53.reg 75.reg
                      76.reg 84.reg 93.reg
Excluded instruments: num_group_vv
Dropped collinear:    share_csp8_ delta_share_csp8 CSP_retr_
------------------------------------------------------------------------------
 : 
. *** 
. 
.  restore

.  
. 
.  **************
.  ***Table A4***
.  **************
.  
.  preserve

.  keep if period==3
(67,250 observations deleted)

. 
. foreach var of varlist  CAO num_group_vv evol2_fn_2012_2017 /// 
> coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_migrants evol_CADA_2012_2016 s
> hare_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ ///
>    CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ {
  2. 
. drop if `var'==.
  3. 
. }
(0 observations deleted)
(0 observations deleted)
(91 observations deleted)
(0 observations deleted)
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(3,247 observations deleted)
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(0 observations deleted)

. ***
.  
. ***Bottom panel of Table A4 (descriptive statistics)*** 
.  
. g num_group_vv_CAO= num_group_vv

. replace num_group_vv_CAO=. if num_group_vv_CAO==0
(19,259 real changes made, 19,259 to missing)

. 
. lab var num_group_vv "# group buildings"

. lab var num_group_vv_CAO "# group buildings>0"

. 
. sum num_group_vv num_group_vv_CAO

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
num_group_vv |     26,888    1.159997    5.962566          0        274
num_group_~O |      7,629    4.088347    10.64612          1        274

. sumstats (num_group_vv num_group_vv_CAO) using "Table A4_descriptive statistics", replace stats( mean sd min max) 
file Table A4_descriptive statistics.xlsx saved
Summary statistics output to Table A4_descriptive statistics

.  
.  
. ***Regression results Table A4*** 
.  
. 
. reg  CAO  num_group_vv       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_m
> igrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg if num_group_vv<191, cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,883
                                                F(52, 85)         =      28.97
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1700
                                                Root MSE          =      .0969

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0058965   .0006349     9.29   0.000     .0046341    .0071589
             coastal |   .0203036   .0085477     2.38   0.020     .0033085    .0372988
     log_hotel_rooms |   .0038606   .0008926     4.33   0.000     .0020859    .0056353
        log_tot_pop_ |   .0008397   .0011416     0.74   0.464    -.0014302    .0031096
   delta_log_tot_pop |  -.0131994   .0066341    -1.99   0.050    -.0263898   -9.02e-06
 log_min_dist_center |  -.0060663   .0023471    -2.58   0.011     -.010733   -.0013997
volontaires_migrants |   .0725454   .0242197     3.00   0.004     .0243902    .1207006
 evol_CADA_2012_2016 |   .0017489   .0005524     3.17   0.002     .0006505    .0028473
         share_0014_ |  -.0162471   .0258948    -0.63   0.532    -.0677329    .0352386
          share_60p_ |  -.0157712   .0177993    -0.89   0.378    -.0511609    .0196185
    delta_share_0014 |   .0186577   .0163746     1.14   0.258    -.0138994    .0512149
     delta_share_60p |   .0032979   .0183926     0.18   0.858    -.0332715    .0398673
         share_csp1_ |   .0066357   .0208169     0.32   0.751    -.0347539    .0480254
         share_csp2_ |  -.0413522   .0276144    -1.50   0.138    -.0962569    .0135526
         share_csp3_ |  -.0185196    .027262    -0.68   0.499    -.0727237    .0356845
         share_csp4_ |   .0142988   .0211639     0.68   0.501    -.0277808    .0563783
         share_csp5_ |  -.0059563   .0213916    -0.28   0.781    -.0484884    .0365759
         share_csp6_ |   .0137188   .0194572     0.71   0.483    -.0249673    .0524049
         share_csp7_ |    .005455   .0154175     0.35   0.724    -.0251991    .0361091
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0208815   .0121328    -1.72   0.089    -.0450048    .0032417
    delta_share_csp2 |    .010493   .0175411     0.60   0.551    -.0243834    .0453694
    delta_share_csp3 |  -.0029754   .0168118    -0.18   0.860    -.0364017    .0304509
    delta_share_csp4 |  -.0271426   .0135275    -2.01   0.048    -.0540388   -.0002464
    delta_share_csp5 |   -.008019   .0111327    -0.72   0.473    -.0301538    .0141157
    delta_share_csp6 |  -.0151014   .0123191    -1.23   0.224     -.039595    .0093922
    delta_share_csp7 |  -.0127521   .0098748    -1.29   0.200    -.0323858    .0068816
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0338486   .0300947     1.12   0.264    -.0259878     .093685
delta_share_chom1564 |  -.0224176   .0245292    -0.91   0.363    -.0711883     .026353
           migshare_ |   .0166931   .0282164     0.59   0.556    -.0394086    .0727948
      delta_migshare |    .007474    .039369     0.19   0.850    -.0708021    .0857501
     log_median_inc_ |  -.0080994   .0068044    -1.19   0.237    -.0216283    .0054295
delta_log_median_inc |    -.00788   .0062643    -1.26   0.212     -.020335     .004575
             female_ |   .0000554   .0017039     0.03   0.974    -.0033324    .0034432
                age_ |  -.0001596     .00012    -1.33   0.187    -.0003982     .000079
              right_ |  -.0011423   .0012133    -0.94   0.349    -.0035546      .00127
           CSP_agri_ |  -.0004738   .0018513    -0.26   0.799    -.0041547    .0032071
            CSP_ind_ |  -.0022157   .0029008    -0.76   0.447    -.0079833    .0035519
            CSP_sal_ |  -.0030032   .0021711    -1.38   0.170      -.00732    .0013135
            CSP_lib_ |  -.0000646   .0052368    -0.01   0.990    -.0104768    .0103476
            CSP_ens_ |   .0030883   .0038104     0.81   0.420    -.0044878    .0106644
           CSP_func_ |  -.0039192    .003037    -1.29   0.200    -.0099576    .0021193
            CSP_div_ |    .003197   .0045747     0.70   0.487    -.0058986    .0122927
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0012369   .0024783    -0.50   0.619    -.0061644    .0036905
                 28  |  -.0057767   .0026968    -2.14   0.035    -.0111386   -.0004148
                 32  |  -.0097118   .0034386    -2.82   0.006    -.0165487   -.0028749
                 44  |  -.0053087   .0026266    -2.02   0.046    -.0105311   -.0000863
                 52  |  -.0024929   .0050368    -0.49   0.622    -.0125074    .0075217
                 53  |  -.0025581    .003378    -0.76   0.451    -.0092744    .0041582
                 75  |   .0036322   .0026302     1.38   0.171    -.0015975    .0088618
                 76  |  -.0012678   .0034235    -0.37   0.712    -.0080746     .005539
                 84  |  -.0062769   .0030866    -2.03   0.045     -.012414   -.0001398
                 93  |   -.006181   .0077041    -0.80   0.425    -.0214988    .0091367
                     |
               _cons |   .1112012   .0708767     1.57   0.120    -.0297206     .252123
--------------------------------------------------------------------------------------

.    
.    test num_group_vv

 ( 1)  num_group_vv = 0

       F(  1,    85) =   86.25
            Prob > F =    0.0000

. 
. qui outreg2 using "Table A4", ///
> keep(num_group_vv) ctitle(First Stage, all controls, regions FE, Drop 5) bdec(3) nocons excel tex addstat(F-statistic, r(F
> ))  `append' 
 : 
. 
. 
. ***
. 
. reg  CAO  num_group_vv       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_m
> igrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg if num_group_vv<132, cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,877
                                                F(52, 85)         =      31.84
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1670
                                                Root MSE          =     .09645

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0068102   .0007374     9.24   0.000     .0053441    .0082763
             coastal |   .0198452   .0085279     2.33   0.022     .0028895     .036801
     log_hotel_rooms |   .0034041   .0009172     3.71   0.000     .0015804    .0052278
        log_tot_pop_ |  -.0001989   .0011441    -0.17   0.862    -.0024737     .002076
   delta_log_tot_pop |  -.0113767   .0064817    -1.76   0.083     -.024264    .0015107
 log_min_dist_center |  -.0059152   .0023908    -2.47   0.015    -.0106688   -.0011616
volontaires_migrants |   .0699647   .0243189     2.88   0.005     .0216122    .1183173
 evol_CADA_2012_2016 |   .0016797   .0005504     3.05   0.003     .0005854    .0027741
         share_0014_ |  -.0071604   .0264371    -0.27   0.787    -.0597244    .0454036
          share_60p_ |  -.0160348   .0177198    -0.90   0.368    -.0512666     .019197
    delta_share_0014 |   .0132416   .0163626     0.81   0.421    -.0192916    .0457748
     delta_share_60p |   .0068959   .0181581     0.38   0.705    -.0292072    .0429991
         share_csp1_ |    .007064   .0210954     0.33   0.739    -.0348794    .0490074
         share_csp2_ |  -.0311798   .0284788    -1.09   0.277    -.0878034    .0254437
         share_csp3_ |  -.0164582   .0271199    -0.61   0.546    -.0703798    .0374635
         share_csp4_ |   .0164376   .0210171     0.78   0.436      -.02535    .0582252
         share_csp5_ |  -.0039542   .0214813    -0.18   0.854    -.0466647    .0387563
         share_csp6_ |   .0173934   .0196399     0.89   0.378    -.0216561    .0564428
         share_csp7_ |   .0088358   .0154937     0.57   0.570    -.0219698    .0396415
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0204811   .0121105    -1.69   0.094      -.04456    .0035978
    delta_share_csp2 |   .0054366   .0177489     0.31   0.760    -.0298529    .0407261
    delta_share_csp3 |  -.0035732   .0166358    -0.21   0.830    -.0366496    .0295031
    delta_share_csp4 |  -.0277397   .0133488    -2.08   0.041    -.0542806   -.0011988
    delta_share_csp5 |   -.008424   .0111441    -0.76   0.452    -.0305815    .0137334
    delta_share_csp6 |  -.0167194   .0122376    -1.37   0.175     -.041051    .0076122
    delta_share_csp7 |  -.0139946   .0098602    -1.42   0.159    -.0335993      .00561
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0268745   .0295261     0.91   0.365    -.0318314    .0855804
delta_share_chom1564 |   -.019326   .0243896    -0.79   0.430    -.0678191    .0291672
           migshare_ |   .0210914   .0280072     0.75   0.453    -.0345945    .0767772
      delta_migshare |   .0045519   .0394133     0.12   0.908    -.0738123     .082916
     log_median_inc_ |   -.007216    .006843    -1.05   0.295    -.0208218    .0063898
delta_log_median_inc |  -.0084937   .0060264    -1.41   0.162    -.0204759    .0034885
             female_ |   .0005011   .0016759     0.30   0.766    -.0028309    .0038332
                age_ |  -.0001619   .0001207    -1.34   0.184     -.000402    .0000782
              right_ |  -.0012119    .001212    -1.00   0.320    -.0036218     .001198
           CSP_agri_ |  -.0006664   .0018377    -0.36   0.718    -.0043203    .0029875
            CSP_ind_ |  -.0021886   .0028974    -0.76   0.452    -.0079495    .0035723
            CSP_sal_ |  -.0032185   .0021712    -1.48   0.142    -.0075354    .0010985
            CSP_lib_ |  -.0007004   .0052185    -0.13   0.894    -.0110762    .0096753
            CSP_ens_ |   .0026644   .0038101     0.70   0.486     -.004911    .0102399
           CSP_func_ |  -.0035954   .0029224    -1.23   0.222    -.0094059    .0022151
            CSP_div_ |   .0022632   .0045817     0.49   0.623    -.0068464    .0113728
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |   -.001627   .0024202    -0.67   0.503    -.0064391    .0031851
                 28  |  -.0061065   .0026538    -2.30   0.024    -.0113829   -.0008301
                 32  |  -.0095671   .0034587    -2.77   0.007    -.0164438   -.0026903
                 44  |  -.0046488    .002571    -1.81   0.074    -.0097605     .000463
                 52  |   -.002801   .0050147    -0.56   0.578    -.0127715    .0071695
                 53  |  -.0025643   .0033154    -0.77   0.441    -.0091563    .0040277
                 75  |   .0034759   .0025913     1.34   0.183    -.0016763    .0086281
                 76  |  -.0011299   .0033337    -0.34   0.735    -.0077582    .0054984
                 84  |  -.0060587    .003087    -1.96   0.053    -.0121965    .0000792
                 93  |  -.0057156   .0078269    -0.73   0.467    -.0212776    .0098463
                     |
               _cons |   .1042697    .071439     1.46   0.148    -.0377702    .2463096
--------------------------------------------------------------------------------------

.    
.    test num_group_vv

 ( 1)  num_group_vv = 0

       F(  1,    85) =   85.30
            Prob > F =    0.0000

. 
. qui outreg2 using "Table A4", ///
> keep(num_group_vv) ctitle(First Stage, all controls, regions FE, Drop 10) bdec(3) nocons excel tex addstat(F-statistic, r(
> F))  `append' 
 : 
. 
. 
. 
. ***
. 
. reg  CAO  num_group_vv       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_m
> igrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg if num_group_vv<85, cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,858
                                                F(52, 85)         =      24.88
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1279
                                                Root MSE          =     .09611

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0068965   .0010623     6.49   0.000     .0047845    .0090086
             coastal |   .0206852   .0084532     2.45   0.016      .003878    .0374925
     log_hotel_rooms |    .003383   .0009347     3.62   0.001     .0015245    .0052415
        log_tot_pop_ |  -.0002236   .0012442    -0.18   0.858    -.0026975    .0022503
   delta_log_tot_pop |  -.0100977   .0062718    -1.61   0.111    -.0225677    .0023723
 log_min_dist_center |  -.0059315   .0024004    -2.47   0.015     -.010704   -.0011589
volontaires_migrants |   .0654272   .0240394     2.72   0.008     .0176305     .113224
 evol_CADA_2012_2016 |   .0017865   .0005804     3.08   0.003     .0006324    .0029405
         share_0014_ |  -.0061514   .0263908    -0.23   0.816    -.0586233    .0463205
          share_60p_ |   -.016332   .0179847    -0.91   0.366    -.0520904    .0194265
    delta_share_0014 |    .011652   .0161364     0.72   0.472    -.0204316    .0437355
     delta_share_60p |   .0076431   .0180258     0.42   0.673     -.028197    .0434831
         share_csp1_ |   .0090272   .0205817     0.44   0.662    -.0318948    .0499492
         share_csp2_ |  -.0307006   .0279377    -1.10   0.275    -.0862482    .0248469
         share_csp3_ |  -.0136707   .0270113    -0.51   0.614    -.0673764    .0400351
         share_csp4_ |    .016379   .0208387     0.79   0.434    -.0250539    .0578119
         share_csp5_ |  -.0043785   .0212512    -0.21   0.837    -.0466316    .0378746
         share_csp6_ |   .0190015   .0192297     0.99   0.326    -.0192324    .0572354
         share_csp7_ |   .0095044   .0152104     0.62   0.534     -.020738    .0397468
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |  -.0210524   .0120959    -1.74   0.085    -.0451022    .0029974
    delta_share_csp2 |   .0055039   .0175153     0.31   0.754    -.0293211     .040329
    delta_share_csp3 |  -.0046607   .0165691    -0.28   0.779    -.0376045    .0282831
    delta_share_csp4 |     -.0275   .0133227    -2.06   0.042    -.0539891   -.0010108
    delta_share_csp5 |  -.0077594   .0111216    -0.70   0.487    -.0298723    .0143534
    delta_share_csp6 |  -.0170195   .0121759    -1.40   0.166    -.0412286    .0071895
    delta_share_csp7 |  -.0139102   .0098111    -1.42   0.160    -.0334173    .0055969
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0250276   .0282612     0.89   0.378    -.0311633    .0812184
delta_share_chom1564 |  -.0186168   .0237944    -0.78   0.436    -.0659265     .028693
           migshare_ |   .0234912    .028023     0.84   0.404     -.032226    .0792085
      delta_migshare |   .0044183   .0392133     0.11   0.911    -.0735483    .0823848
     log_median_inc_ |  -.0075253   .0067771    -1.11   0.270    -.0209999    .0059494
delta_log_median_inc |  -.0084529   .0060094    -1.41   0.163    -.0204012    .0034953
             female_ |   .0008234   .0017157     0.48   0.632    -.0025878    .0042347
                age_ |  -.0001572    .000119    -1.32   0.190    -.0003939    .0000795
              right_ |  -.0011221   .0012244    -0.92   0.362    -.0035565    .0013123
           CSP_agri_ |  -.0005943   .0018204    -0.33   0.745    -.0042137    .0030252
            CSP_ind_ |  -.0021513   .0029051    -0.74   0.461    -.0079275    .0036248
            CSP_sal_ |  -.0031334    .002143    -1.46   0.147    -.0073943    .0011275
            CSP_lib_ |  -.0002471   .0051143    -0.05   0.962    -.0104157    .0099215
            CSP_ens_ |   .0025677   .0038753     0.66   0.509    -.0051374    .0102729
           CSP_func_ |  -.0032551    .002931    -1.11   0.270    -.0090828    .0025726
            CSP_div_ |   .0017517   .0045972     0.38   0.704    -.0073887    .0108921
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0020402   .0025396    -0.80   0.424    -.0070897    .0030093
                 28  |  -.0065903   .0028084    -2.35   0.021    -.0121741   -.0010064
                 32  |  -.0096494   .0034424    -2.80   0.006    -.0164938   -.0028049
                 44  |  -.0050968   .0026981    -1.89   0.062    -.0104613    .0002677
                 52  |  -.0039219   .0050013    -0.78   0.435    -.0138658     .006022
                 53  |  -.0031621   .0033696    -0.94   0.351    -.0098617    .0035374
                 75  |   .0029288   .0027125     1.08   0.283    -.0024643    .0083219
                 76  |  -.0015469   .0034416    -0.45   0.654    -.0083898     .005296
                 84  |  -.0064278   .0031714    -2.03   0.046    -.0127334   -.0001221
                 93  |  -.0052347   .0072769    -0.72   0.474    -.0197032    .0092338
                     |
               _cons |   .1066456   .0709704     1.50   0.137    -.0344625    .2477537
--------------------------------------------------------------------------------------

.    
.    test num_group_vv

 ( 1)  num_group_vv = 0

       F(  1,    85) =   42.15
            Prob > F =    0.0000

. 
. qui outreg2 using "Table A4", ///
> keep(num_group_vv) ctitle(First Stage, all controls, regions FE, Drop 30) bdec(3) nocons excel tex addstat(F-statistic, r(
> F))  `append' 
 : 
. 
. ***
. 
. 
. sum num_group_vv if num_group_vv>0, de

                      # group buildings
-------------------------------------------------------------
      Percentiles      Smallest
 1%            1              1
 5%            1              1
10%            1              1       Obs               7,629
25%            1              1       Sum of Wgt.       7,629

50%            2                      Mean           4.088347
                        Largest       Std. Dev.      10.64612
75%            4            202
90%            7            209       Variance       113.3399
95%           12            224       Skewness       11.53337
99%           43            274       Kurtosis       188.5604

. winsor2 num_group_vv if num_group_vv>0, replace cuts(1 99)

. sum num_group_vv if num_group_vv>0, de

                      # group buildings
-------------------------------------------------------------
      Percentiles      Smallest
 1%            1              1
 5%            1              1
10%            1              1       Obs               7,629
25%            1              1       Sum of Wgt.       7,629

50%            2                      Mean           3.644252
                        Largest       Std. Dev.      5.939219
75%            4             43
90%            7             43       Variance       35.27432
95%           12             43       Skewness       4.571885
99%           43             43       Kurtosis       27.16675

. 
. reg  CAO  num_group_vv       coastal  log_hotel_rooms    log_tot_pop_ delta_log_tot_pop  log_min_dist_center volontaires_m
> igrants evol_CADA_2012_2016 share_0014_   share_60p_  delta_share_0014 ///
>    delta_share_60p   share_csp1_ share_csp2_ share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_   del
> ta_share_csp* share_chom1564_ delta_share_chom1564 migshare_ delta_migshare ///
>    log_median_inc_ delta_log_median_in female_ age_ right_ CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div
> _ CSP_retr_  i.reg , cluster( numdep)
note: share_csp8_ omitted because of collinearity
note: delta_share_csp8 omitted because of collinearity
note: CSP_retr_ omitted because of collinearity

Linear regression                               Number of obs     =     26,888
                                                F(52, 85)         =      27.39
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1676
                                                Root MSE          =     .09749

                                        (Std. Err. adjusted for 86 clusters in numdep)
--------------------------------------------------------------------------------------
                     |               Robust
                 CAO |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
---------------------+----------------------------------------------------------------
        num_group_vv |   .0088569   .0011777     7.52   0.000     .0065154    .0111984
             coastal |   .0209765   .0086314     2.43   0.017      .003815     .038138
     log_hotel_rooms |   .0030419   .0009492     3.20   0.002     .0011547    .0049291
        log_tot_pop_ |   -.001875   .0012406    -1.51   0.134    -.0043417    .0005917
   delta_log_tot_pop |  -.0091407   .0064449    -1.42   0.160     -.021955    .0036736
 log_min_dist_center |  -.0063029   .0024741    -2.55   0.013    -.0112221   -.0013837
volontaires_migrants |   .0781716   .0252839     3.09   0.003     .0279005    .1284427
 evol_CADA_2012_2016 |   .0019148    .000565     3.39   0.001     .0007915    .0030381
         share_0014_ |  -.0311661   .0284776    -1.09   0.277    -.0877873     .025455
          share_60p_ |  -.0384553    .018941    -2.03   0.045    -.0761151   -.0007955
    delta_share_0014 |    .023814   .0164126     1.45   0.150    -.0088186    .0564466
     delta_share_60p |    .013382    .018449     0.73   0.470    -.0232995    .0500636
         share_csp1_ |   .0111497   .0212677     0.52   0.601    -.0311362    .0534356
         share_csp2_ |  -.0251645   .0281736    -0.89   0.374    -.0811812    .0308522
         share_csp3_ |   -.008634   .0282042    -0.31   0.760    -.0647116    .0474435
         share_csp4_ |    .016713   .0211493     0.79   0.432    -.0253375    .0587635
         share_csp5_ |  -.0074851   .0210201    -0.36   0.723    -.0492787    .0343085
         share_csp6_ |   .0166062   .0191844     0.87   0.389    -.0215376      .05475
         share_csp7_ |   .0106253   .0153239     0.69   0.490    -.0198428    .0410934
         share_csp8_ |          0  (omitted)
    delta_share_csp1 |   -.022077   .0123491    -1.79   0.077    -.0466304    .0024763
    delta_share_csp2 |   .0039523   .0176631     0.22   0.823    -.0311667    .0390714
    delta_share_csp3 |   -.005574   .0169354    -0.33   0.743    -.0392461    .0280981
    delta_share_csp4 |  -.0272554   .0135069    -2.02   0.047    -.0541108      -.0004
    delta_share_csp5 |  -.0048872   .0109999    -0.44   0.658     -.026758    .0169836
    delta_share_csp6 |  -.0158014   .0122502    -1.29   0.201     -.040158    .0085553
    delta_share_csp7 |  -.0140374    .009853    -1.42   0.158    -.0336278     .005553
    delta_share_csp8 |          0  (omitted)
     share_chom1564_ |   .0132733   .0281719     0.47   0.639      -.04274    .0692866
delta_share_chom1564 |   -.013343   .0239205    -0.56   0.578    -.0609034    .0342173
           migshare_ |   .0186282    .027824     0.67   0.505    -.0366934    .0739498
      delta_migshare |   .0008248   .0395002     0.02   0.983    -.0777122    .0793618
     log_median_inc_ |  -.0081201    .007109    -1.14   0.257    -.0222548    .0060145
delta_log_median_inc |  -.0053994   .0063297    -0.85   0.396    -.0179846    .0071857
             female_ |   .0005139   .0016647     0.31   0.758    -.0027959    .0038236
                age_ |  -.0001184   .0001166    -1.02   0.313    -.0003503    .0001135
              right_ |  -.0014008   .0012501    -1.12   0.266    -.0038864    .0010848
           CSP_agri_ |  -.0003402   .0018278    -0.19   0.853    -.0039744     .003294
            CSP_ind_ |  -.0020175   .0029135    -0.69   0.491    -.0078104    .0037753
            CSP_sal_ |  -.0027653    .002203    -1.26   0.213    -.0071454    .0016149
            CSP_lib_ |  -.0024507   .0052569    -0.47   0.642    -.0129029    .0080015
            CSP_ens_ |   .0021576   .0039677     0.54   0.588    -.0057312    .0100465
           CSP_func_ |  -.0038127   .0031378    -1.22   0.228    -.0100515    .0024261
            CSP_div_ |   .0026134   .0045577     0.57   0.568    -.0064486    .0116755
           CSP_retr_ |          0  (omitted)
                     |
                 reg |
                 27  |  -.0024226    .002349    -1.03   0.305    -.0070931    .0022479
                 28  |  -.0070173   .0025512    -2.75   0.007    -.0120898   -.0019447
                 32  |  -.0107572   .0035862    -3.00   0.004    -.0178875   -.0036269
                 44  |  -.0055225   .0023433    -2.36   0.021    -.0101817   -.0008634
                 52  |  -.0030871   .0049949    -0.62   0.538    -.0130183     .006844
                 53  |  -.0037993   .0031707    -1.20   0.234    -.0101035    .0025049
                 75  |   .0029003   .0025546     1.14   0.259     -.002179    .0079796
                 76  |  -.0017921   .0032058    -0.56   0.578    -.0081662     .004582
                 84  |  -.0070017   .0030503    -2.30   0.024    -.0130666   -.0009367
                 93  |  -.0064451    .008106    -0.80   0.429     -.022562    .0096717
                     |
               _cons |    .131674   .0728217     1.81   0.074     -.013115     .276463
--------------------------------------------------------------------------------------

.    
.    test num_group_vv

 ( 1)  num_group_vv = 0

       F(  1,    85) =   56.56
            Prob > F =    0.0000

. 
. qui outreg2 using "Table A4", ///
> keep(num_group_vv) ctitle(First Stage, all controls, regions FE, Winsorized data) bdec(3) nocons excel tex addstat(F-stati
> stic, r(F))  `append' 
 : 
. 
.  restore

.  
.  
.  ***************
.  ***Figure A2***
.  ***************
. 
. preserve 

. foreach var of varlist log_tot_pop_  share_0014_     share_60p_  share_csp1_ share_csp2_ ///
> share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female
> _ age_ right_  ///
> CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_  {
  2. 
. 
. drop if `var'==.
  3. 
. 
. }
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(11 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(13,057 observations deleted)
(1,260 observations deleted)
(1,208 observations deleted)
(0 observations deleted)
(161 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)
(0 observations deleted)

. ***
. 
. keep if period>=2
(27,110 observations deleted)

. 
. g missing_size=(tot_places_CAO_per1000==0&CAO==1)

. tab missing_size, m

missing_siz |
          e |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |     58,028       99.93       99.93
          1 |         40        0.07      100.00
------------+-----------------------------------
      Total |     58,068      100.00

. 
. sum tot_places_CAO_per1000 if CAO==1, de

                   tot_places_CAO_per1000
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%     .1518715              0       Obs                 648
25%     .6110877              0       Sum of Wgt.         648

50%     3.283561                      Mean            15.9663
                        Largest       Std. Dev.      33.99696
75%      13.8225       218.0451
90%     46.77419       218.0451       Variance       1155.793
95%     68.64989       253.8071       Skewness       3.855264
99%     186.9919       253.8071       Kurtosis       20.20884

. replace tot_places_CAO_per1000=0.0350716 if missing_size==1
(40 real changes made)

. sum tot_places_CAO_per1000  if CAO==1, de

                   tot_places_CAO_per1000
-------------------------------------------------------------
      Percentiles      Smallest
 1%     .0350716       .0350716
 5%     .0350716       .0350716
10%     .1518715       .0350716       Obs                 648
25%     .6110877       .0350716       Sum of Wgt.         648

50%     3.283561                      Mean           15.96847
                        Largest       Std. Dev.      33.99594
75%      13.8225       218.0451
90%     46.77419       218.0451       Variance       1155.724
95%     68.64989       253.8071       Skewness       3.855461
99%     186.9919       253.8071       Kurtosis       20.21025

. 
. ***create standardized version of size of the centre***
. 
. egen tot_places_CAO_per1000_st=std(tot_places_CAO_per1000)

. g CAO_period_3_size=tot_places_CAO_per1000_st*CAO_period_3

. 
. interflex log_fn  CAO_period_3   tot_places_CAO_per1000_st period_2 period_3 log_tot_pop_  share_0014_     share_60p_  sha
> re_csp1_ share_csp2_  ///
>    share_csp3_ share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ fem
> ale_ age_ right_   CSP_agri_ CSP_ind_ ///
>    CSP_sal_ CSP_lib_ CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cutoffs( 7 12) xdistr(density) cluster(codeinsee) fe(codeinse
> e) ///
>     dlabel(CAO) ylabel(Log(FN)) xlabel((CAO-migrants/population)) 
p value of Wald test: 0.1854

.    
. 
. capture graph save interflex_1.gph,replace      

. 
.    
.  interflex log_fn  CAO_period_3   tot_places_CAO_per1000_st period_2 period_3 log_tot_pop_  share_0014_     share_60p_  sh
> are_csp1_ share_csp2_    share_csp3_ ///
>  share_csp4_ share_csp5_ share_csp6_ share_csp7_ share_csp8_ share_chom1564_  migshare_  log_median_inc_ female_ age_ righ
> t_   CSP_agri_ CSP_ind_ CSP_sal_ CSP_lib_ /// 
>  CSP_ens_ CSP_func_ CSP_div_ CSP_retr_ , cutoffs( 12 17) xdistr(density) cluster(codeinsee) fe(codeinsee)  ///
>     dlabel(CAO) ylabel(Log(FN)) xlabel((CAO-migrants/population))
p value of Wald test: 0.7891

. 
.   capture graph save interflex_2.gph,replace    

.           
. graph combine  interflex_1.gph  interflex_2.gph , graphregion(color(white)) plotregion(color(white))

. graph save interflex_all,replace
(note: file interflex_all.gph not found)
(file interflex_all.gph saved)

. graph export "Figure A2.pdf", replace
(file Figure A2.pdf written in PDF format)

.  
. restore 

. 
. log close
      name:  <unnamed>
       log:  D:\Dropbox\Migration and Extreme Votes in France - Max & Paul\Data and Codes for submission - PSRM\Main_Analysi
> s.log
  log type:  text
 closed on:   1 Feb 2022, 16:38:21
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